diff --git a/embeddings/unaestheticXL2v10.json b/embeddings/unaestheticXL2v10.json index 1ef46f9bb318c5d0e496fc6cf9d4ac9952853d75..bbabc5411fa66b68ef048027beebcc6615a0eca4 100644 --- a/embeddings/unaestheticXL2v10.json +++ b/embeddings/unaestheticXL2v10.json @@ -1,7 +1,7 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/textual-inversion", "modelspec.date": "2023-11-29T03:50:18", - "modelspec.encoder_layer": "2", + "modelspec.encoder_layer": 2, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "384x384", diff --git a/embeddings/unaestheticXL_AYv1.json b/embeddings/unaestheticXL_AYv1.json index fd13db7dff74623ab3b7bb95ce5a4fa7334ddcd1..1e47adcc0e4183793b780be5b28d2f9f90416dfb 100644 --- a/embeddings/unaestheticXL_AYv1.json +++ b/embeddings/unaestheticXL_AYv1.json @@ -1,7 +1,7 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/textual-inversion", "modelspec.date": "2023-09-11T07:23:02", - "modelspec.encoder_layer": "2", + "modelspec.encoder_layer": 2, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "384x384", diff --git a/embeddings/unaestheticXL_Alb2.json b/embeddings/unaestheticXL_Alb2.json index ad938526999f45242defcd307d498b15b5cc5002..b2cc2a1112e25a08f232a4655cced9b9e4467ac9 100644 --- a/embeddings/unaestheticXL_Alb2.json +++ b/embeddings/unaestheticXL_Alb2.json @@ -1,7 +1,7 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/textual-inversion", "modelspec.date": "2024-02-27T04:59:10", - "modelspec.encoder_layer": "2", + "modelspec.encoder_layer": 2, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "384x384", diff --git a/embeddings/unaestheticXL_Jug6.json b/embeddings/unaestheticXL_Jug6.json index b3ce18ec6db67baab8b91d01043ed2f85f3cf003..10c942a161ae856775ff24d7e27f3f6e1708c9cd 100644 --- a/embeddings/unaestheticXL_Jug6.json +++ b/embeddings/unaestheticXL_Jug6.json @@ -1,7 +1,7 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/textual-inversion", "modelspec.date": "2023-10-27T06:23:25", - "modelspec.encoder_layer": "2", + "modelspec.encoder_layer": 2, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "384x384", diff --git a/embeddings/unaestheticXL_Sky3.1.json b/embeddings/unaestheticXL_Sky3.1.json index 5e910cf7bdfd97cd16333b2689946178f37cbecd..2f421be093905d11645c6ce3ef913909ec14d7cc 100644 --- a/embeddings/unaestheticXL_Sky3.1.json +++ b/embeddings/unaestheticXL_Sky3.1.json @@ -1,7 +1,7 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/textual-inversion", "modelspec.date": "2023-10-04T13:43:55", - "modelspec.encoder_layer": "2", + "modelspec.encoder_layer": 2, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "384x384", diff --git a/embeddings/unaestheticXL_bp5.json b/embeddings/unaestheticXL_bp5.json index 429dc7502e55a2f7102839f9323043f5928c6fd1..82797dce9776bbb68066c04dd467129dd74d712b 100644 --- a/embeddings/unaestheticXL_bp5.json +++ b/embeddings/unaestheticXL_bp5.json @@ -1,7 +1,7 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/textual-inversion", "modelspec.date": "2024-04-28T04:54:07", - "modelspec.encoder_layer": "2", + "modelspec.encoder_layer": 2, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "384x384", diff --git a/embeddings/unaestheticXLv31.json b/embeddings/unaestheticXLv31.json index a1cbf874e6d0e25baef4cc2d504a367500e7dce1..0a2337faf4ddd54374ae0074e777f626cd59a9e8 100644 --- a/embeddings/unaestheticXLv31.json +++ b/embeddings/unaestheticXLv31.json @@ -1,7 +1,7 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/textual-inversion", "modelspec.date": "2023-08-27T07:08:37", - "modelspec.encoder_layer": "2", + "modelspec.encoder_layer": 2, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "384x384", diff --git a/ponyxl_loras/amalia-v2e400.json b/ponyxl_loras/amalia-v2e400.json index 1b1d9846e1e91c272c8e56283373112c269fe75d..80b1c0120c7d20a995b3b76ec87a32d96dc3bcdf 100644 --- a/ponyxl_loras/amalia-v2e400.json +++ b/ponyxl_loras/amalia-v2e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.0058485657651045075 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amalia_(claralaine)": { "img_count": 27, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "27", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 27, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3668256944", - "ss_session_id": "3317684279", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3668256944, + "ss_session_id": 3317684279, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amalia_(claralaine)": { "1 1": 1, @@ -530,14 +530,14 @@ "zero-sum": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708422338.5066907", - "ss_training_started_at": "1708410133.021329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708422338.5066907, + "ss_training_started_at": 1708410133.021329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "aeee4fd6", "sshs_model_hash": "025732bf07855a5bc03147626d7276ae04899692edba9b5a1f6303c26a95f01c" } \ No newline at end of file diff --git a/ponyxl_loras/amicus-v1e200.json b/ponyxl_loras/amicus-v1e200.json index f963499c255786eb6180515c0ce545b0dab1f69e..b0f929a2a010711b493fc8db38f32d1f594b2cf5 100644 --- a/ponyxl_loras/amicus-v1e200.json +++ b/ponyxl_loras/amicus-v1e200.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -182,43 +182,43 @@ }, "mean_img_ar_error": 0.00841736024978324 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amicus_(adastra)": { "img_count": 55, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -234,29 +234,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "55", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 55, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1719035097", - "ss_session_id": "3140239447", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1719035097, + "ss_session_id": 3140239447, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amicus_(adastra)": { "3 toes": 1, @@ -778,14 +778,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709227998.690776", - "ss_training_started_at": "1709215708.7876213", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709227998.690776, + "ss_training_started_at": 1709215708.7876213, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "920519f5", "sshs_model_hash": "4ce4f28ed19b8f2f93cf0526b98ad00ac452ccc537c58692f10c5fb0cbd03240" } \ No newline at end of file diff --git a/ponyxl_loras/analbeads-v1e400.json b/ponyxl_loras/analbeads-v1e400.json index 2d53d145b10f8a385323a24839af6644d395e94f..4e9a22d97fd9986ded5a10e6c032ea2defb51be1 100644 --- a/ponyxl_loras/analbeads-v1e400.json +++ b/ponyxl_loras/analbeads-v1e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "analbeads", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -112,13 +112,13 @@ }, "mean_img_ar_error": 0.03071799141158984 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_anal_beads_in_ass": { "img_count": 57, @@ -129,34 +129,34 @@ "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,30 +171,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "121", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 121, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "analbeads", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "1637153125", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 1637153125, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_anal_beads_in_ass": { "3 toes": 3, @@ -2163,14 +2163,14 @@ "yordle": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714479638.3037963", - "ss_training_started_at": "1714449925.2907608", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714479638.3037963, + "ss_training_started_at": 1714449925.2907608, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1c3163c1", "sshs_model_hash": "e96ded124c460d99846d4a03300eb096a2a621cc1f2f65672f6786bd32876200" } \ No newline at end of file diff --git a/ponyxl_loras/arielsatyr-v1e400.json b/ponyxl_loras/arielsatyr-v1e400.json index 45266c3f40ebcbb8b39d58288e2bbd4bed77a923..339d0a6cc02a5141ebb45423697e677f5c1ac434 100644 --- a/ponyxl_loras/arielsatyr-v1e400.json +++ b/ponyxl_loras/arielsatyr-v1e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "624553646", - "ss_session_id": "3405220309", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 624553646, + "ss_session_id": 3405220309, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -332,14 +332,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713700873.3288357", - "ss_training_started_at": "1713694242.8533008", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713700873.3288355, + "ss_training_started_at": 1713694242.8533008, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b0c00b23", "sshs_model_hash": "f2f6dd3c8cc7aefb2fabb99a164ce28c699085912507fa22e8fa1fe93a34f521" } \ No newline at end of file diff --git a/ponyxl_loras/arielsatyr-v2e400.json b/ponyxl_loras/arielsatyr-v2e400.json index 910870404e99b322a26aca80340028faad227045..08e95ecd20b3b17401d2f6c0786f6cab4ef4cb2e 100644 --- a/ponyxl_loras/arielsatyr-v2e400.json +++ b/ponyxl_loras/arielsatyr-v2e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3949175371", - "ss_session_id": "850672712", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3949175371, + "ss_session_id": 850672712, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -330,14 +330,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713708498.7640367", - "ss_training_started_at": "1713701830.5789347", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713708498.764037, + "ss_training_started_at": 1713701830.578935, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "78f35a9e", "sshs_model_hash": "5acd2bd9dbcc06bf0d37a3c7eb205b26daefe1b9bdef3ded913ccfe3a8aa2818" } \ No newline at end of file diff --git a/ponyxl_loras/auroth-v1e250.json b/ponyxl_loras/auroth-v1e250.json index 8021249d84d991225303f9095bd3ec5080d7f409..bd229c486fa735c1df874bab914f66e3458e9e5c 100644 --- a/ponyxl_loras/auroth-v1e250.json +++ b/ponyxl_loras/auroth-v1e250.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.02782006973308271 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_auroth_the_winter_wyvern": { "img_count": 75, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "75", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 75, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1073717280", - "ss_session_id": "333307874", - "ss_shuffle_caption": "True", - "ss_steps": "250", + "ss_seed": 1073717280, + "ss_session_id": 333307874, + "ss_shuffle_caption": true, + "ss_steps": 250, "ss_tag_frequency": { "1_auroth_the_winter_wyvern": { "3 claws": 2, @@ -842,14 +842,14 @@ "wyvern": 69 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712049342.6531782", - "ss_training_started_at": "1712036413.2624328", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712049342.6531782, + "ss_training_started_at": 1712036413.2624328, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "49ea3ffa", "sshs_model_hash": "9d21397c1e506ad45b2515302ffb55e8263980c1fd1f3a807b203bb81f8dd9bb" } \ No newline at end of file diff --git a/ponyxl_loras/bdsm-v1e400.json b/ponyxl_loras/bdsm-v1e400.json index a7cbfc08da71bf1d586dd167a717f68f0e1c8ce6..d3291e426083fdfd48b0eeca2a9b9d2d777af731 100644 --- a/ponyxl_loras/bdsm-v1e400.json +++ b/ponyxl_loras/bdsm-v1e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "bdsm", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,47 +77,47 @@ }, "mean_img_ar_error": 0.03351486280732899 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_bdsm": { "img_count": 52, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -133,30 +133,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "52", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 52, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "bdsm", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2910000596", - "ss_session_id": "3985618884", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2910000596, + "ss_session_id": 3985618884, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_bdsm": { "2 toes": 1, @@ -1857,14 +1857,14 @@ "zipper underwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713811610.1132371", - "ss_training_started_at": "1713799444.7446575", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713811610.1132371, + "ss_training_started_at": 1713799444.7446575, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "cf9eb440", "sshs_model_hash": "be6f46946d19f862b9ec16b431214aa64f462c97bcffa5da49ce452131fc25aa" } \ No newline at end of file diff --git a/ponyxl_loras/blaidd-v1e400.json b/ponyxl_loras/blaidd-v1e400.json index b984d7beb957b5f62eb1db42331b9facd3a5d048..a7244198c278b6e47a1bc3464dfb66f0b1297fd0 100644 --- a/ponyxl_loras/blaidd-v1e400.json +++ b/ponyxl_loras/blaidd-v1e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.00775189650681137 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blaidd": { "img_count": 46, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "11", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "46", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 11, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 46, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "118863153", - "ss_session_id": "3101775082", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 118863153, + "ss_session_id": 3101775082, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_blaidd": { "1 1": 1, @@ -733,14 +733,14 @@ "yoke \\(restraint\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707947164.8670137", - "ss_training_started_at": "1707927502.316663", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707947164.8670137, + "ss_training_started_at": 1707927502.316663, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "22eabac2", "sshs_model_hash": "41675ec76806cc85eaa487612f49e288123ff9bcd3412f2128c8592cfa12e557" } \ No newline at end of file diff --git a/ponyxl_loras/blp-v1e400.json b/ponyxl_loras/blp-v1e400.json index 59e214a301703daf1f3362001a6a89b8dd00c53b..0614ea86ba69f642dbf40eca1814b241638c0685 100644 --- a/ponyxl_loras/blp-v1e400.json +++ b/ponyxl_loras/blp-v1e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.012093265679472597 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blp": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -122,29 +122,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "3303496428", - "ss_session_id": "4075188394", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3303496428, + "ss_session_id": 4075188394, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blp": { "alaskan malamute": 1, @@ -418,14 +418,14 @@ "yellow fur": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709343108.450146", - "ss_training_started_at": "1709316016.43382", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709343108.450146, + "ss_training_started_at": 1709316016.43382, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bad5e9ab", "sshs_model_hash": "c785300090032b22c0e88a73f4afbf52f4e9b29ba45346a71d5538ee8fd64cb6" } \ No newline at end of file diff --git a/ponyxl_loras/blue_frost.json b/ponyxl_loras/blue_frost.json index 0a95f758e712e7a0cc0d20fc922788a1fa8b00b2..e15abdeafbfc33ced73b49e181536606cdaf54f6 100644 --- a/ponyxl_loras/blue_frost.json +++ b/ponyxl_loras/blue_frost.json @@ -1,62 +1,144 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2023-12-11T23:22:36", - "modelspec.encoder_layer": "1", + "modelspec.encoder_layer": 1, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "Blue_Frost", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "1", + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": 1, "ss_dataset_dirs": { "img": { "img_count": 7, "n_repeats": 29 } }, - "ss_datasets": "[{\"is_dreambooth\": true, \"batch_size_per_device\": 4, \"num_train_images\": 203, \"num_reg_images\": 0, \"resolution\": [1024, 1024], \"enable_bucket\": true, \"min_bucket_reso\": 256, \"max_bucket_reso\": 1024, \"tag_frequency\": {\"img\": {\"blue\": 7, \"frost\": 3, \"snowflake\": 3, \"giant snowflake\": 4, \"snow\": 5, \"watermark\": 2, \"sky\": 1, \"trees\": 2, \"winter\": 3, \"river\": 1, \"mountains\": 1, \"bridge\": 1, \"glare\": 4, \"grass\": 1, \"fence\": 1, \"sun\": 2, \"lens flare\": 2}}, \"bucket_info\": {\"buckets\": {\"0\": {\"resolution\": [768, 448], \"count\": 29}, \"1\": {\"resolution\": [1024, 576], \"count\": 58}, \"2\": {\"resolution\": [1024, 640], \"count\": 87}, \"3\": {\"resolution\": [1024, 704], \"count\": 29}}, \"mean_img_ar_error\": 0.05469536624504934}, \"subsets\": [{\"img_count\": 7, \"num_repeats\": 29, \"color_aug\": false, \"flip_aug\": false, \"random_crop\": false, \"shuffle_caption\": false, \"keep_tokens\": 0, \"image_dir\": \"img\", \"class_tokens\": null, \"is_reg\": false}]}]", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_learning_rate": "0.0005", - "ss_lowram": "False", + "ss_datasets": [ + { + "batch_size_per_device": 4, + "bucket_info": { + "buckets": { + "0": { + "count": 29, + "resolution": [ + 768, + 448 + ] + }, + "1": { + "count": 58, + "resolution": [ + 1024, + 576 + ] + }, + "2": { + "count": 87, + "resolution": [ + 1024, + 640 + ] + }, + "3": { + "count": 29, + "resolution": [ + 1024, + 704 + ] + } + }, + "mean_img_ar_error": 0.05469536624504934 + }, + "enable_bucket": true, + "is_dreambooth": true, + "max_bucket_reso": 1024, + "min_bucket_reso": 256, + "num_reg_images": 0, + "num_train_images": 203, + "resolution": [ + 1024, + 1024 + ], + "subsets": [ + { + "class_tokens": null, + "color_aug": false, + "flip_aug": false, + "image_dir": "img", + "img_count": 7, + "is_reg": false, + "keep_tokens": 0, + "num_repeats": 29, + "random_crop": false, + "shuffle_caption": false + } + ], + "tag_frequency": { + "img": { + "blue": 7, + "bridge": 1, + "fence": 1, + "frost": 3, + "giant snowflake": 4, + "glare": 4, + "grass": 1, + "lens flare": 2, + "mountains": 1, + "river": 1, + "sky": 1, + "snow": 5, + "snowflake": 3, + "sun": 2, + "trees": 2, + "watermark": 2, + "winter": 3 + } + } + } + ], + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_learning_rate": 0.0005, + "ss_lowram": false, "ss_lr_scheduler": "cosine_with_restarts", - "ss_lr_warmup_steps": "0", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "225", - "ss_max_train_steps": "530", - "ss_min_snr_gamma": "5.0", + "ss_lr_warmup_steps": 0, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": 225, + "ss_max_train_steps": 530, + "ss_min_snr_gamma": 5.0, "ss_mixed_precision": "bf16", - "ss_multires_noise_discount": "0.3", - "ss_multires_noise_iterations": "6", - "ss_network_alpha": "16", - "ss_network_dim": "32", - "ss_network_dropout": "None", + "ss_multires_noise_discount": 0.3, + "ss_multires_noise_iterations": 6, + "ss_network_alpha": 16, + "ss_network_dim": 32, + "ss_network_dropout": null, "ss_network_module": "networks.lora", "ss_new_sd_model_hash": "e6bb9ea85bbf7bf6478a7c6d18b71246f22e95d41bcdd80ed40aa212c33cfeff", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "53", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "203", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 53, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 203, "ss_optimizer": "bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)", "ss_output_name": "Blue_Frost", - "ss_prior_loss_weight": "1.0", - "ss_scale_weight_norms": "None", + "ss_prior_loss_weight": 1.0, + "ss_scale_weight_norms": null, "ss_sd_model_hash": "be9edd61", "ss_sd_model_name": "128078.safetensors", "ss_sd_scripts_commit_hash": "9a60b8a0ba70cbc17c7c00a94639b472bfb28427", - "ss_seed": "2235261375", - "ss_session_id": "4190230167", - "ss_steps": "530", + "ss_seed": 2235261375, + "ss_session_id": 4190230167, + "ss_steps": 530, "ss_tag_frequency": { "img": { "blue": 7, @@ -78,13 +160,13 @@ "winter": 3 } }, - "ss_text_encoder_lr": "5e-05", - "ss_training_comment": "None", - "ss_training_finished_at": "1702336956.6607602", - "ss_training_started_at": "1702335728.7794135", - "ss_unet_lr": "0.0005", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.00005, + "ss_training_comment": null, + "ss_training_finished_at": 1702336956.6607602, + "ss_training_started_at": 1702335728.7794137, + "ss_unet_lr": 0.0005, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a534d8fc", "sshs_model_hash": "5327cef58b77939aa05573efc3535aee697fabb8dac2981ce36a0fee32556d49" } \ No newline at end of file diff --git a/ponyxl_loras/butterchalk-v3e400.json b/ponyxl_loras/butterchalk-v3e400.json index d47b7116475c7acebb546cbeaf4c94d01602420e..011cab8d826bb0647a19761f0031ea53536247c0 100644 --- a/ponyxl_loras/butterchalk-v3e400.json +++ b/ponyxl_loras/butterchalk-v3e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.01315415788239795 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_butterchalk": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "535343394", - "ss_session_id": "3564251305", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 535343394, + "ss_session_id": 3564251305, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_butterchalk": { "2020": 3, @@ -1081,14 +1081,14 @@ "zero-sum": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708475202.6146739", - "ss_training_started_at": "1708456786.8246615", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708475202.614674, + "ss_training_started_at": 1708456786.8246615, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6015f323", "sshs_model_hash": "655d3f0c8b64ac38d8c6b6bc3c0dd627f56f779f756355053fd60c4a4a29dde8" } \ No newline at end of file diff --git a/ponyxl_loras/by_beksinski-v1e400.json b/ponyxl_loras/by_beksinski-v1e400.json index 53c0e2ab2ee5ec13ee1c960c4e8fb07475c72a9c..2daac62d9a076bfc55a093a4d986414bcdf7f87f 100644 --- a/ponyxl_loras/by_beksinski-v1e400.json +++ b/ponyxl_loras/by_beksinski-v1e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "by_beksinski", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,47 +49,47 @@ }, "mean_img_ar_error": 0.03985945961401557 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_beksinski": { "img_count": 21, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "6", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 6, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -106,30 +106,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "42", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 42, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "by_beksinski", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2829686018", - "ss_session_id": "4201584992", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2829686018, + "ss_session_id": 4201584992, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_beksinski": { "a circular dent is integrated into the middle of the structure enhancing the fantastical ambiance.": 1, @@ -325,14 +325,14 @@ "zero pictured": 6 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1716927361.5894108", - "ss_training_started_at": "1716919209.7411647", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1716927361.5894108, + "ss_training_started_at": 1716919209.7411647, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "155ea0f3", "sshs_model_hash": "32ee4affe20020496966f5402728081fc0bd7bf2a0cd5f8c8f5396b08d5ab070" } \ No newline at end of file diff --git a/ponyxl_loras/by_clybius-v1e400.json b/ponyxl_loras/by_clybius-v1e400.json index 67bb4f7155c989eb6dea7bffe9c193794ed0bc1d..b06173a658e111050ef57efa3abc8d965e0cb978 100644 --- a/ponyxl_loras/by_clybius-v1e400.json +++ b/ponyxl_loras/by_clybius-v1e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "clybius", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -35,47 +35,47 @@ }, "mean_img_ar_error": 0.016490879977722084 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_clybius": { "img_count": 8, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -90,30 +90,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "clybius", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "1965588094", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 1965588094, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_clybius": { "5 fingers": 3, @@ -295,14 +295,14 @@ "yellow eyes": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714606013.2763398", - "ss_training_started_at": "1714601288.475169", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714606013.2763398, + "ss_training_started_at": 1714601288.475169, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7ffc304b", "sshs_model_hash": "c8b9432f294d7b9133bdbff9399eca7f4fac93bfed1e8d9e23353999871c3974" } \ No newline at end of file diff --git a/ponyxl_loras/by_hibbary-v1e400.json b/ponyxl_loras/by_hibbary-v1e400.json index fa7e9da54a1ebce0e30b241b2cd6834029f77740..905cf637232be764497740f30b8293855198111c 100644 --- a/ponyxl_loras/by_hibbary-v1e400.json +++ b/ponyxl_loras/by_hibbary-v1e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "hibbary", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,47 +63,47 @@ }, "mean_img_ar_error": 0.02399295731130205 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hibbary": { "img_count": 61, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "67", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 67, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -118,30 +118,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "67", - "ss_num_reg_images": "0", - "ss_num_train_images": "61", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 67, + "ss_num_reg_images": 0, + "ss_num_train_images": 61, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "hibbary", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3189069778", - "ss_session_id": "2578033797", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3189069778, + "ss_session_id": 2578033797, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_by_hibbary": { "4 fingers": 1, @@ -818,14 +818,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "16", - "ss_training_comment": "None", - "ss_training_finished_at": "1715023510.8769238", - "ss_training_started_at": "1715020705.5684447", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 16, + "ss_training_comment": null, + "ss_training_finished_at": 1715023510.8769238, + "ss_training_started_at": 1715020705.5684447, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6293b98a", "sshs_model_hash": "5b8b73c68bb9f22f39e3df0f406f0f687246ba26bd4a9f3c3a7b69883e98495d" } \ No newline at end of file diff --git a/ponyxl_loras/by_himari-v1e400.json b/ponyxl_loras/by_himari-v1e400.json index 1378d220555ec9b8410976e59f339864bee9b1ed..c6a8f3489e464a07774bfff12ec81f6476ebced2 100644 --- a/ponyxl_loras/by_himari-v1e400.json +++ b/ponyxl_loras/by_himari-v1e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -28,47 +28,47 @@ }, "mean_img_ar_error": 0.025329794598304867 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_by_himari": { "img_count": 4, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -84,30 +84,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "4232843019", - "ss_session_id": "2808464207", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4232843019, + "ss_session_id": 2808464207, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "5_by_himari": { "a blush on her face adds a touch of emotion to the scene.": 1, @@ -245,14 +245,14 @@ "white topwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713464420.8926144", - "ss_training_started_at": "1713459451.3563888", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713464420.8926144, + "ss_training_started_at": 1713459451.3563888, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a4b7b3a3", "sshs_model_hash": "113c88107b96c3bf3ec7b4f1c43add09aac4c2898af839ae759b1f92af17395a" } \ No newline at end of file diff --git a/ponyxl_loras/cecily_lin-v1e37.json b/ponyxl_loras/cecily_lin-v1e37.json index a60b9f8aef07be2f4df8b9dd62d6c207b46979f3..9bd658441ed565c58bb1b77c87399c17f4eba43a 100644 --- a/ponyxl_loras/cecily_lin-v1e37.json +++ b/ponyxl_loras/cecily_lin-v1e37.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -126,43 +126,43 @@ }, "mean_img_ar_error": 0.014007337924625066 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_cecily_lin": { "img_count": 50, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "37", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 37, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -176,29 +176,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "125", - "ss_num_epochs": "37", - "ss_num_reg_images": "0", - "ss_num_train_images": "250", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 125, + "ss_num_epochs": 37, + "ss_num_reg_images": 0, + "ss_num_train_images": 250, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3546568803", - "ss_session_id": "2981061951", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 3546568803, + "ss_session_id": 2981061951, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "5_cecily_lin": { "!": 5, @@ -768,14 +768,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706777161.419716", - "ss_training_started_at": "1706764064.6465557", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706777161.419716, + "ss_training_started_at": 1706764064.6465557, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0575df2f", "sshs_model_hash": "7d37308b22ad75c654f1f710e310c7df734fe988be98d225daa0ce4c32381aa5" } \ No newline at end of file diff --git a/ponyxl_loras/cervine_penis-v1e400.json b/ponyxl_loras/cervine_penis-v1e400.json index c3d064d5abcaeebb3fd86b3050f878e2fbad0bdd..3ed70039abd57ed9b21b8d0db75ef016d5424952 100644 --- a/ponyxl_loras/cervine_penis-v1e400.json +++ b/ponyxl_loras/cervine_penis-v1e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "cervine", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,47 +119,47 @@ }, "mean_img_ar_error": 0.03621613371873629 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_cervine_penis": { "img_count": 72, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -175,30 +175,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "72", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 72, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "cervine", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1317420180", - "ss_session_id": "1094699753", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1317420180, + "ss_session_id": 1094699753, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_cervine_penis": { "3 fingers": 1, @@ -1384,14 +1384,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713830432.4684947", - "ss_training_started_at": "1713812376.2097735", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713830432.468495, + "ss_training_started_at": 1713812376.2097735, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e9af320", "sshs_model_hash": "b12345d4100d45cabcfcfbb9d2b093553f9d38b9e9a51e3aa155e6401a1956fd" } \ No newline at end of file diff --git a/ponyxl_loras/chillet-v3e10.json b/ponyxl_loras/chillet-v3e10.json index ebd5c945871613796cc2dde0a38689dbb45474bc..7b7b809fbbd00f61ebdd1665701b71d63e4908c9 100644 --- a/ponyxl_loras/chillet-v3e10.json +++ b/ponyxl_loras/chillet-v3e10.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,13 +175,13 @@ }, "mean_img_ar_error": 0.007749235451578431 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "71_anthro_chillet": { "img_count": 17, @@ -192,30 +192,30 @@ "n_repeats": 71 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "430", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 430, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -229,29 +229,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "511", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "4047", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 511, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 4047, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "591001811", - "ss_session_id": "4031340723", - "ss_shuffle_caption": "False", - "ss_steps": "430", + "ss_seed": 591001811, + "ss_session_id": 4031340723, + "ss_shuffle_caption": false, + "ss_steps": 430, "ss_tag_frequency": { "71_anthro_chillet": { "4 fingers": 1, @@ -838,14 +838,14 @@ "yellow background": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707293044.400653", - "ss_training_started_at": "1707258344.0464656", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707293044.400653, + "ss_training_started_at": 1707258344.0464656, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b36d835f", "sshs_model_hash": "ad3f8c50162758d8bdbf72d63222ad75b5bf2cada4eb9d3acafee0352a64cca4" } \ No newline at end of file diff --git a/ponyxl_loras/chunie-v1e5.json b/ponyxl_loras/chunie-v1e5.json index 11a8de28142caa0336ccd1bcc2d1ca22d65f08a9..0325885e6bfcbbddc9b31c212ed90d0d65671263 100644 --- a/ponyxl_loras/chunie-v1e5.json +++ b/ponyxl_loras/chunie-v1e5.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "10", + "ss_batch_size_per_device": 10, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.031102184364522487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_chunie": { "img_count": 50, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "5", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 5, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "209", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 209, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -120,29 +120,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "497", - "ss_num_epochs": "5", - "ss_num_reg_images": "0", - "ss_num_train_images": "4950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 497, + "ss_num_epochs": 5, + "ss_num_reg_images": 0, + "ss_num_train_images": 4950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "4f93bf10f0f3b84afb7f1670c48eda3dedb4c1d8", - "ss_seed": "3827179986", - "ss_session_id": "1768031063", - "ss_shuffle_caption": "False", - "ss_steps": "209", + "ss_seed": 3827179986, + "ss_session_id": 1768031063, + "ss_shuffle_caption": false, + "ss_steps": 209, "ss_tag_frequency": { "99_chunie": { "1boy": 35, @@ -453,14 +453,14 @@ "yellow eyes": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "120", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 120, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705270878.823266", - "ss_training_started_at": "1705258209.2193246", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705270878.823266, + "ss_training_started_at": 1705258209.2193246, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bec2874a", "sshs_model_hash": "b4d313e6378f65e0d97c64bef420367099f424d67e6cc19b9bf078e74ba528a7" } \ No newline at end of file diff --git a/ponyxl_loras/cooliehigh-v1e45.json b/ponyxl_loras/cooliehigh-v1e45.json index 8eb0aa21e6564d7095955f363fff8b923dcf5d36..780b514c5de8ad4c98ccfc297f79fc22d3197138 100644 --- a/ponyxl_loras/cooliehigh-v1e45.json +++ b/ponyxl_loras/cooliehigh-v1e45.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -105,43 +105,43 @@ }, "mean_img_ar_error": 0.009831436189219047 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "4_cooliehigh": { "img_count": 50, "n_repeats": 4 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "45", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 45, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -155,29 +155,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "100", - "ss_num_epochs": "45", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 100, + "ss_num_epochs": 45, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2326521515", - "ss_session_id": "2755519875", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2326521515, + "ss_session_id": 2755519875, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "4_cooliehigh": { "1boy": 32, @@ -727,14 +727,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706752713.8689485", - "ss_training_started_at": "1706739538.446344", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706752713.8689485, + "ss_training_started_at": 1706739538.446344, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b6ddeafb", "sshs_model_hash": "f90de05b1829d07a7d2fe703aaefba603d20112b3e262dee2b1c60547be7ca54" } \ No newline at end of file diff --git a/ponyxl_loras/dagasi-v1e134.json b/ponyxl_loras/dagasi-v1e134.json index 133bb15fe64c91c3b59a2319ee7806c089f0792d..07320c21b0ff87ff3ca6901e487e0303b187fd94 100644 --- a/ponyxl_loras/dagasi-v1e134.json +++ b/ponyxl_loras/dagasi-v1e134.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.008600546733861921 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dagasi": { "img_count": 200, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -136,29 +136,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "28", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 28, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "4170511379", - "ss_session_id": "2934946849", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4170511379, + "ss_session_id": 2934946849, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dagasi": { "2 missing limbs": 4, @@ -1847,16 +1847,16 @@ "zorua": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1710030869.9936364", - "ss_training_started_at": "1710006468.0440755", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1710030869.9936364, + "ss_training_started_at": 1710006468.0440755, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e597cef8", "sshs_model_hash": "d764993e862974499fa56bf59fa727727a231a8c6a665feb573ebfe2db5ef588" } \ No newline at end of file diff --git a/ponyxl_loras/darkgem-v1e4.json b/ponyxl_loras/darkgem-v1e4.json index d085c438145fd3223f51ee80a83ab51b8eead9e1..0da397e86d69ea3794814179ba80a511050fba3d 100644 --- a/ponyxl_loras/darkgem-v1e4.json +++ b/ponyxl_loras/darkgem-v1e4.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.02985816369569343 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "96_darkgem": { "img_count": 50, "n_repeats": 96 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "300", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4800", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 300, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4800, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "3939813193", - "ss_session_id": "2415151879", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 3939813193, + "ss_session_id": 2415151879, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "96_darkgem": { "1boy": 33, @@ -558,14 +558,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705548375.6103332", - "ss_training_started_at": "1705538262.7556581", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705548375.6103332, + "ss_training_started_at": 1705538262.755658, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "79940f36", "sshs_model_hash": "438ddf09a0a580a0795400122427a34005812bbfa9234ac29a494e7a0539d4f4" } \ No newline at end of file diff --git a/ponyxl_loras/dharrel-v1e350.json b/ponyxl_loras/dharrel-v1e350.json index 7f3abb62fcc9aa7cda908fb8932177c1a1b51aa8..93ca218c0244c3fd6fc859b75241f1bb84286c5c 100644 --- a/ponyxl_loras/dharrel-v1e350.json +++ b/ponyxl_loras/dharrel-v1e350.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,13 +70,13 @@ }, "mean_img_ar_error": 0.02688920084632523 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, @@ -91,34 +91,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "350", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 350, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -134,30 +134,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "35", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 35, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1199866002", - "ss_session_id": "797579423", - "ss_shuffle_caption": "True", - "ss_steps": "350", + "ss_seed": 1199866002, + "ss_session_id": 797579423, + "ss_shuffle_caption": true, + "ss_steps": 350, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 17, @@ -838,14 +838,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713551682.1531966", - "ss_training_started_at": "1713543660.33329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713551682.1531966, + "ss_training_started_at": 1713543660.33329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0712a0ad", "sshs_model_hash": "c5fc071d6f9d05c32ead81b025ff87c5b45143d671132f46913f3e7e9f6d6a9e" } \ No newline at end of file diff --git a/ponyxl_loras/dharrel-v2e400.json b/ponyxl_loras/dharrel-v2e400.json index e339736c923a6326e2bfa7cfd7cb2607e52ea0aa..9fae6591f47c6fb9c10da0fe8f376546664f765a 100644 --- a/ponyxl_loras/dharrel-v2e400.json +++ b/ponyxl_loras/dharrel-v2e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "jex", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.02541152263374483 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -98,30 +98,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "18", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 18, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "jex", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3909694996", - "ss_session_id": "2759309544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3909694996, + "ss_session_id": 2759309544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 18, @@ -212,14 +212,14 @@ "white fur": 10 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713622026.3548045", - "ss_training_started_at": "1713617391.303032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713622026.3548045, + "ss_training_started_at": 1713617391.303032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "27a4fb26", "sshs_model_hash": "548c5b4c979f8e37d92fca3306c33812c97fed13470fd912470bad0c4a6cb3e7" } \ No newline at end of file diff --git a/ponyxl_loras/forefront-foot_perspective-v1e400.json b/ponyxl_loras/forefront-foot_perspective-v1e400.json index d7c94d092b3b212720496d6435e27c805c116521..3f055b46ed0ec0769d312d8f0f7fd08e68a96698 100644 --- a/ponyxl_loras/forefront-foot_perspective-v1e400.json +++ b/ponyxl_loras/forefront-foot_perspective-v1e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "yum", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.024833785292768997 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_forefront-foot_perspective": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -125,30 +125,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "yum", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "797239416", - "ss_session_id": "2011836489", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 797239416, + "ss_session_id": 2011836489, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_forefront-foot_perspective": { "3 fingers": 2, @@ -581,14 +581,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715284132.4780843", - "ss_training_started_at": "1715277000.600498", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715284132.4780843, + "ss_training_started_at": 1715277000.600498, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "5063d970", "sshs_model_hash": "916fa75266ec0df3ed9c49952af8318ddbd5106264278cca17c1b6c913800c56" } \ No newline at end of file diff --git a/ponyxl_loras/foxparks-v2e134.json b/ponyxl_loras/foxparks-v2e134.json index 5ff21e00908d75f2a84abaf95ff5584ac1ad18ab..b0adfd3791b506e41ef01d8823d303378843fb2f 100644 --- a/ponyxl_loras/foxparks-v2e134.json +++ b/ponyxl_loras/foxparks-v2e134.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -133,13 +133,13 @@ }, "mean_img_ar_error": 0.011673149068936371 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "10_anthro_foxparks": { "img_count": 4, @@ -150,30 +150,30 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -187,29 +187,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2445629577", - "ss_session_id": "1642224308", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2445629577, + "ss_session_id": 1642224308, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "10_anthro_foxparks": { "3 eyes": 1, @@ -751,14 +751,14 @@ "yellow paws": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707661187.8275557", - "ss_training_started_at": "1707640843.417377", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707661187.8275557, + "ss_training_started_at": 1707640843.417377, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "af791f01", "sshs_model_hash": "4fcb11d4eaf8e89ed1d44b45da06e8d1cc670977cf1fd7321015e6e5a5bb4f0b" } \ No newline at end of file diff --git a/ponyxl_loras/furry_sticker-v1e250.json b/ponyxl_loras/furry_sticker-v1e250.json index d83d6e0627531e5361935feb44d0e49ce0f7fe3d..86efcb99e7c30ba024a624e771d976a7ef0a1864 100644 --- a/ponyxl_loras/furry_sticker-v1e250.json +++ b/ponyxl_loras/furry_sticker-v1e250.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.0016340834072827363 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_furry_sticker": { "img_count": 307, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -101,29 +101,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "21", - "ss_num_epochs": "250", - "ss_num_reg_images": "0", - "ss_num_train_images": "307", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 21, + "ss_num_epochs": 250, + "ss_num_reg_images": 0, + "ss_num_train_images": 307, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "51759889", - "ss_session_id": "1135304123", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 51759889, + "ss_session_id": 1135304123, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_furry_sticker": { "' written in it.": 1, @@ -680,14 +680,14 @@ "zzz": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712197186.7336123", - "ss_training_started_at": "1712167194.3530395", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712197186.7336123, + "ss_training_started_at": 1712167194.3530395, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "c6d26707", "sshs_model_hash": "ac07fc412d17fdf6e146f62e83f058bca5dc93c3efa8ba6f50c384f636176fa8" } \ No newline at end of file diff --git a/ponyxl_loras/goronic-v1e1.json b/ponyxl_loras/goronic-v1e1.json index c1e0854b973425f9dc9a29cad9c5fcf121afeb1b..a894721a19e3f7d9a73cda91cf183d8415fc6310 100644 --- a/ponyxl_loras/goronic-v1e1.json +++ b/ponyxl_loras/goronic-v1e1.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "3", + "ss_batch_size_per_device": 3, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.00537791194547487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1322_goronic": { "img_count": 15, "n_repeats": 1322 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "276", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 276, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -134,29 +134,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3307", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "19830", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3307, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 19830, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2817201487", - "ss_session_id": "3393540566", - "ss_shuffle_caption": "False", - "ss_steps": "276", + "ss_seed": 2817201487, + "ss_session_id": 3393540566, + "ss_shuffle_caption": false, + "ss_steps": 276, "ss_tag_frequency": { "1322_goronic": { "1 1": 1, @@ -429,14 +429,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", - "ss_training_comment": "None", - "ss_training_finished_at": "1707106046.6093004", - "ss_training_started_at": "1707089414.1322262", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, + "ss_training_comment": null, + "ss_training_finished_at": 1707106046.6093004, + "ss_training_started_at": 1707089414.1322262, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0249352e", "sshs_model_hash": "965b2076a125e08de90779783f8e9025880d5a58c7fc1d806cccc3feab75224a" } \ No newline at end of file diff --git a/ponyxl_loras/greg_rutkowski-v1e400.json b/ponyxl_loras/greg_rutkowski-v1e400.json index b6fcde12459cfdf7597c3c9083d6cd6f869ae38d..ea2e176c813a0f394ea458335d21dd0117fe4128 100644 --- a/ponyxl_loras/greg_rutkowski-v1e400.json +++ b/ponyxl_loras/greg_rutkowski-v1e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.03705631803583776 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_greg_rutkowski": { "img_count": 54, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "54", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 54, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3080642488", - "ss_session_id": "3506747532", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3080642488, + "ss_session_id": 3506747532, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_greg_rutkowski": { "2 heads": 1, @@ -416,14 +416,14 @@ "yautja": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708794945.9441228", - "ss_training_started_at": "1708773751.9628668", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708794945.9441228, + "ss_training_started_at": 1708773751.9628668, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d77ea2f2", "sshs_model_hash": "f585c57e53eadf99838fd714b6ff68773da7645a0eeea0eead52aa95e009d934" } \ No newline at end of file diff --git a/ponyxl_loras/hamgas-v1e400.json b/ponyxl_loras/hamgas-v1e400.json index d672978be50a6ecdcfd40ef7cd75e4abe7beeeac..e8ed6946399097e2a2aa7027cb10837691baabe5 100644 --- a/ponyxl_loras/hamgas-v1e400.json +++ b/ponyxl_loras/hamgas-v1e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.004888483880678009 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hamgas": { "img_count": 48, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "48", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 48, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "3379619229", - "ss_session_id": "3509618999", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3379619229, + "ss_session_id": 3509618999, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hamgas": { "4 toes": 12, @@ -464,16 +464,16 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709744069.0701103", - "ss_training_started_at": "1709723400.72769", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709744069.0701103, + "ss_training_started_at": 1709723400.72769, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "4b5ea6c5", "sshs_model_hash": "c9090f04a6b2d3252fd1b82fde22ed82fd9e9017ce2b13c56cc840703777da00" } \ No newline at end of file diff --git a/ponyxl_loras/honovy_ponyxl_v1e4.json b/ponyxl_loras/honovy_ponyxl_v1e4.json index 02e85bf77fd45527795ea44ef9cb4c29cffb6184..e40a8edea376c554fb9646d6903581f572ae1a14 100644 --- a/ponyxl_loras/honovy_ponyxl_v1e4.json +++ b/ponyxl_loras/honovy_ponyxl_v1e4.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.03612901458720504 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "98_honovy": { "img_count": 50, "n_repeats": 98 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "108", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 108, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "314", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 314, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "e6b15c7e4a34edfdc31f32e121675115e6d47a5a", - "ss_seed": "4236807696", - "ss_session_id": "2531718476", - "ss_shuffle_caption": "False", - "ss_steps": "108", + "ss_seed": 4236807696, + "ss_session_id": 2531718476, + "ss_shuffle_caption": false, + "ss_steps": 108, "ss_tag_frequency": { "98_honovy": { "1boy": 14, @@ -641,14 +641,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705450729.7280955", - "ss_training_started_at": "1705440768.6003466", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705450729.7280955, + "ss_training_started_at": 1705440768.6003466, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d81fafd0", "sshs_model_hash": "58daf889a0c4b2d3d552db0a4622f87fd490fe02bfa9873ede2d3cedf132ec73" } \ No newline at end of file diff --git a/ponyxl_loras/hoodwink-v1e400.json b/ponyxl_loras/hoodwink-v1e400.json index 26e967fcef268f75e8ac2190515ec42d9cb088c3..9ef17ca92ab9ee3467e9e25b430bcca0a1420bd3 100644 --- a/ponyxl_loras/hoodwink-v1e400.json +++ b/ponyxl_loras/hoodwink-v1e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.027583557729322285 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hoodwink_(dota)": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1233375737", - "ss_session_id": "1553516120", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1233375737, + "ss_session_id": 1553516120, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hoodwink_(dota)": { "3d \\(artwork\\)": 17, @@ -526,14 +526,14 @@ "young female": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711045716.2823014", - "ss_training_started_at": "1711034882.8638062", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711045716.2823014, + "ss_training_started_at": 1711034882.8638062, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a02e32c7", "sshs_model_hash": "66c8bb63f5640594a816404377773c3d175bf664c87678459810f816b8379c29" } \ No newline at end of file diff --git a/ponyxl_loras/jayjay-v1e400.json b/ponyxl_loras/jayjay-v1e400.json index 4ccf04186dbb29176e3848d2d21b4e61df548757..2ac6e8990869e44ff6800d22aad1657b1b15dab0 100644 --- a/ponyxl_loras/jayjay-v1e400.json +++ b/ponyxl_loras/jayjay-v1e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -161,43 +161,43 @@ }, "mean_img_ar_error": 0.008709299219653662 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_jayjay_(zoophobia)": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -213,29 +213,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "2655580120", - "ss_session_id": "3961911241", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2655580120, + "ss_session_id": 3961911241, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_jayjay_(zoophobia)": { "3 toes": 3, @@ -562,14 +562,14 @@ "yellow sclera": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709500379.1588206", - "ss_training_started_at": "1709478543.6732638", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709500379.1588206, + "ss_training_started_at": 1709478543.6732638, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e88f6680", "sshs_model_hash": "69a04c0d7a76cea5b9d786ee4122da0927105a54e68624dbd7d5bfddda7004a0" } \ No newline at end of file diff --git a/ponyxl_loras/jinxit-v1e10.json b/ponyxl_loras/jinxit-v1e10.json index f90732f1c55d1af6d82270bec65e24ee87ec9f35..e0565bc7b826e03e318a347773c47b3abb75992a 100644 --- a/ponyxl_loras/jinxit-v1e10.json +++ b/ponyxl_loras/jinxit-v1e10.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.011476168188879893 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_jinxit": { "img_count": 25, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "270", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 270, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "313", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 313, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "797427420", - "ss_session_id": "4209654940", - "ss_shuffle_caption": "False", - "ss_steps": "270", + "ss_seed": 797427420, + "ss_session_id": 4209654940, + "ss_shuffle_caption": false, + "ss_steps": 270, "ss_tag_frequency": { "100_jinxit": { "1 1": 1, @@ -771,14 +771,14 @@ "yellow pussy": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707549059.4836864", - "ss_training_started_at": "1707528282.1510973", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707549059.4836864, + "ss_training_started_at": 1707528282.1510973, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b29e0d2e", "sshs_model_hash": "77b6a3982d6b84c8dd91b8b3152e510ae0c109b1e078c181f0d59c7bb08841a0" } \ No newline at end of file diff --git a/ponyxl_loras/kame_3-v1e80.json b/ponyxl_loras/kame_3-v1e80.json index bda58f7b9ff5233a6d4f5a260d16a0179db7edf3..f9363b4132aa6cb34b58da0d7b8ad264d6f03092 100644 --- a/ponyxl_loras/kame_3-v1e80.json +++ b/ponyxl_loras/kame_3-v1e80.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.021475325767233527 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_kame_3": { "img_count": 50, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "80", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 80, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -99,29 +99,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "50", - "ss_num_epochs": "80", - "ss_num_reg_images": "0", - "ss_num_train_images": "100", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 50, + "ss_num_epochs": 80, + "ss_num_reg_images": 0, + "ss_num_train_images": 100, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "110968377", - "ss_session_id": "355442390", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 110968377, + "ss_session_id": 355442390, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "2_kame_3": { "1boy": 5, @@ -640,14 +640,14 @@ "yin yang": 8 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706596382.94217", - "ss_training_started_at": "1706584633.4532838", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706596382.94217, + "ss_training_started_at": 1706584633.4532838, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "70cd8d65", "sshs_model_hash": "d99f4ab94ce3f1d3d11b4a15042c30a851fd50c94e04c6052240da3509eec02e" } \ No newline at end of file diff --git a/ponyxl_loras/kenket-v1e4.json b/ponyxl_loras/kenket-v1e4.json index ad95a31a6b36e41c64036d8fc8e718b82993deb0..7f6367b635948406dc6c3f00515cff97f325d811 100644 --- a/ponyxl_loras/kenket-v1e4.json +++ b/ponyxl_loras/kenket-v1e4.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "6", + "ss_batch_size_per_device": 6, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.035414432627190885 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_kenket": { "img_count": 50, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "278", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 278, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "838", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "5000", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 838, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 5000, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "842d9c7018288d5c3d6e01adc0d7f886b70252b6", - "ss_seed": "3234559269", - "ss_session_id": "2184607530", - "ss_shuffle_caption": "False", - "ss_steps": "278", + "ss_seed": 3234559269, + "ss_session_id": 2184607530, + "ss_shuffle_caption": false, + "ss_steps": 278, "ss_tag_frequency": { "100_kenket": { "1boy": 11, @@ -445,14 +445,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705191673.5448945", - "ss_training_started_at": "1705179952.8525765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705191673.5448945, + "ss_training_started_at": 1705179952.8525765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ab228afa", "sshs_model_hash": "a8010b694ba1ef721fd92c022eb8ae7bb38e18e65e46aae1b1792ecea194df40" } \ No newline at end of file diff --git a/ponyxl_loras/lodestone-v1e400.json b/ponyxl_loras/lodestone-v1e400.json index 823571299150bd51bd4437627c171cdf16935169..132cb7d1da7e6b8589693d4a7aaece729e234028 100644 --- a/ponyxl_loras/lodestone-v1e400.json +++ b/ponyxl_loras/lodestone-v1e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "3205579776", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 3205579776, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714993285.738078", - "ss_training_started_at": "1714991127.879697", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714993285.738078, + "ss_training_started_at": 1714991127.879697, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b19ac78d", "sshs_model_hash": "29e4a6b29bc9d08fbc8a86818f1d1dbf612f8b5e19f9c17e33070b8a258a89ab" } \ No newline at end of file diff --git a/ponyxl_loras/louart-v1e10.json b/ponyxl_loras/louart-v1e10.json index 400ffc168317fb4024340b9245c23e24c58cc1ec..4482e90f91c351904c3356432f1b4ca56f8834f2 100644 --- a/ponyxl_loras/louart-v1e10.json +++ b/ponyxl_loras/louart-v1e10.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.0015002668264414388 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_louart": { "img_count": 25, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "260", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 260, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -113,29 +113,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "311", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2475", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 311, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2475, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2093198316", - "ss_session_id": "147031097", - "ss_shuffle_caption": "False", - "ss_steps": "260", + "ss_seed": 2093198316, + "ss_session_id": 147031097, + "ss_shuffle_caption": false, + "ss_steps": 260, "ss_tag_frequency": { "99_louart": { "16 10": 2, @@ -494,14 +494,14 @@ "yellow spots": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707420598.5725908", - "ss_training_started_at": "1707394981.0080338", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707420598.5725908, + "ss_training_started_at": 1707394981.0080338, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b8f839ff", "sshs_model_hash": "1b498c2bee70f74cf0a8335158fc9ec3eb920a3aa363b231c4c416786fb1b47c" } \ No newline at end of file diff --git a/ponyxl_loras/lovander-v3e10.json b/ponyxl_loras/lovander-v3e10.json index 9c6a62c38ff52a7742e761c576cbe8bde6c97ea2..33703b33b302524e68e7037ae8131d53ef9218c4 100644 --- a/ponyxl_loras/lovander-v3e10.json +++ b/ponyxl_loras/lovander-v3e10.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.00703103081226208 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "70_lovander": { "img_count": 50, "n_repeats": 70 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "370", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 370, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "440", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "3500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 440, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 3500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "894816765", - "ss_session_id": "2580585302", - "ss_shuffle_caption": "False", - "ss_steps": "370", + "ss_seed": 894816765, + "ss_session_id": 2580585302, + "ss_shuffle_caption": false, + "ss_steps": 370, "ss_tag_frequency": { "70_lovander": { "!?": 1, @@ -486,14 +486,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707029377.30357", - "ss_training_started_at": "1706999745.7874715", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707029377.30357, + "ss_training_started_at": 1706999745.7874715, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b24d9f2a", "sshs_model_hash": "fbe220d021622987d87cf4305dc1318d1a6dd70c877025efead7fc52339beb70" } \ No newline at end of file diff --git a/ponyxl_loras/magic-v1e400.json b/ponyxl_loras/magic-v1e400.json index 2f839867d607fd3c1cd52c35f37b197132c85d80..f9978776cd677faff39ed70c5449ba10c699d1a4 100644 --- a/ponyxl_loras/magic-v1e400.json +++ b/ponyxl_loras/magic-v1e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "magic", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.06388058048153566 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_magic": { "img_count": 21, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -97,30 +97,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "3", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "21", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 3, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 21, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "magic", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "588639495", - "ss_session_id": "2498098476", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 588639495, + "ss_session_id": 2498098476, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_magic": { ". various shades of green dominate this realistic yet fantastical artwork; they paint a lush backdrop that contrasts and complements the mystical glow of the magical arrow.": 1, @@ -348,14 +348,14 @@ "wings": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714934102.4138315", - "ss_training_started_at": "1714928123.5812032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714934102.4138317, + "ss_training_started_at": 1714928123.5812032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7fae3bda", "sshs_model_hash": "0854b1f4787e7f34ac4d64e94b950afb40464f86e5ff4862526140bbbe49d22d" } \ No newline at end of file diff --git a/ponyxl_loras/maliketh-v1e1.json b/ponyxl_loras/maliketh-v1e1.json index 11a0772f9a1384a22ec40ff19d26fc0ab8eed1df..c0bbb4e4d78383b05c1e0d5e856a05e7e14f5924 100644 --- a/ponyxl_loras/maliketh-v1e1.json +++ b/ponyxl_loras/maliketh-v1e1.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.00896947911315748 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "998_maliketh": { "img_count": 25, "n_repeats": 998 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "261", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 261, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3121", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "24950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3121, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 24950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3180091927", - "ss_session_id": "2339355398", - "ss_shuffle_caption": "False", - "ss_steps": "261", + "ss_seed": 3180091927, + "ss_session_id": 2339355398, + "ss_shuffle_caption": false, + "ss_steps": 261, "ss_tag_frequency": { "998_maliketh": { "1boy": 20, @@ -362,14 +362,14 @@ "yaoi": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1706916927.6210492", - "ss_training_started_at": "1706894469.0428126", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1706916927.6210492, + "ss_training_started_at": 1706894469.0428126, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a5f6f788", "sshs_model_hash": "ba61b3e3787895b3b91ba145d93dfc0ab8ec8af14fb8dc6d85482bda4daa8557" } \ No newline at end of file diff --git a/ponyxl_loras/martlet-v1e200.json b/ponyxl_loras/martlet-v1e200.json index eef17a6290418ba2ff155e3ba0b05565258a3aef..61bafa7d84e1808e431ef6d4f27f10db6597cd50 100644 --- a/ponyxl_loras/martlet-v1e200.json +++ b/ponyxl_loras/martlet-v1e200.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,43 +175,43 @@ }, "mean_img_ar_error": 0.007774372023758106 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_martlet_(undertale yellow)": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -227,29 +227,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1893797672", - "ss_session_id": "2053170983", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1893797672, + "ss_session_id": 2053170983, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_martlet_(undertale yellow)": { "2016": 1, @@ -630,14 +630,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709143532.1351314", - "ss_training_started_at": "1709131927.5744042", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709143532.1351314, + "ss_training_started_at": 1709131927.5744042, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3a90a172", "sshs_model_hash": "95e5161fc193e953413d99b51fd531f4fefa885e4f85b8593e32a4db82ed6df0" } \ No newline at end of file diff --git a/ponyxl_loras/non-euclidean_sex-v1e400.json b/ponyxl_loras/non-euclidean_sex-v1e400.json index aa96edcdf77d4939081b04dd89d1968f2479560b..527735557c000707c24bfff0d289daf1176ae430 100644 --- a/ponyxl_loras/non-euclidean_sex-v1e400.json +++ b/ponyxl_loras/non-euclidean_sex-v1e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "noneuclidean", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -133,47 +133,47 @@ }, "mean_img_ar_error": 0.02968442872484681 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_non-euclidean_sex": { "img_count": 202, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -189,30 +189,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "18", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "202", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 18, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 202, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "noneuclidean", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3626582912", - "ss_session_id": "681617037", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3626582912, + "ss_session_id": 681617037, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_non-euclidean_sex": { "1 missing limb": 1, @@ -2958,14 +2958,14 @@ "zyneru \\(character\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713879175.7759302", - "ss_training_started_at": "1713860199.9038384", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713879175.7759302, + "ss_training_started_at": 1713860199.9038384, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "f662e770", "sshs_model_hash": "98657d93396b343a248417b41c361e67d38ad897d9604393b1adb25141ceafed" } \ No newline at end of file diff --git a/ponyxl_loras/pup_mask-v1e400.json b/ponyxl_loras/pup_mask-v1e400.json index ff6ef2c67f87eea865dffa8fab8636910bb2eaec..c805da438348c6cbb3d6a127aec1be4b87d4f044 100644 --- a/ponyxl_loras/pup_mask-v1e400.json +++ b/ponyxl_loras/pup_mask-v1e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "pupmask", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.03779215732212389 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_pup_mask": { "img_count": 51, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -139,30 +139,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "51", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 51, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "pupmask", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1226290671", - "ss_session_id": "2906612310", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1226290671, + "ss_session_id": 2906612310, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_pup_mask": { "4 toes": 5, @@ -1088,14 +1088,14 @@ "zipper mouth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714685672.5724432", - "ss_training_started_at": "1714672532.5637705", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714685672.5724432, + "ss_training_started_at": 1714672532.5637703, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "567695ff", "sshs_model_hash": "095989a5dc4bf699a0923623d6e38b7c5ef7a5692227a589e8575e82e817397b" } \ No newline at end of file diff --git a/ponyxl_loras/ramona-v1e400.json b/ponyxl_loras/ramona-v1e400.json index e8436bf5f95883da03f8a5e4442d5e0ca02a4844..cc0595ee290577ddc9f5d30e8b0b1821f02a819b 100644 --- a/ponyxl_loras/ramona-v1e400.json +++ b/ponyxl_loras/ramona-v1e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009014919414838549 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_ramona": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "1680991587", - "ss_session_id": "460352434", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1680991587, + "ss_session_id": 460352434, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_ramona": { "anthro": 17, @@ -260,16 +260,16 @@ "yellow eyes": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709862281.9727173", - "ss_training_started_at": "1709853429.483196", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709862281.9727173, + "ss_training_started_at": 1709853429.483196, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "54d41eed", "sshs_model_hash": "85c05f805e176caddd4fe84089a16f0839c6fa41d765574c516eadf184508986" } \ No newline at end of file diff --git a/ponyxl_loras/realistic-v4e400.json b/ponyxl_loras/realistic-v4e400.json index 6a5565f5d703e4a91efc16034a76cca6109faadd..665545514328e8a1bfe7ca1538c0f9477c5534d8 100644 --- a/ponyxl_loras/realistic-v4e400.json +++ b/ponyxl_loras/realistic-v4e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713197437.101527", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713197437.101527, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "e5f4867cdc89ededf28d0f0edc1ca7cb8e6f6ba4cd59365224c18affb76a83fc" } \ No newline at end of file diff --git a/ponyxl_loras/realistic-v4e500.json b/ponyxl_loras/realistic-v4e500.json index a9319a897aa4b8f19501ffa5e7aba0bbf54e4844..57b25e10e97ff21d8599864b63b463d6a2688d96 100644 --- a/ponyxl_loras/realistic-v4e500.json +++ b/ponyxl_loras/realistic-v4e500.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713202258.9480286", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713202258.9480286, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "870d533d4c34e43c640d482daedf73e60e6bf969d372c051c7aa2fc70b429b60" } \ No newline at end of file diff --git a/ponyxl_loras/skecchiart-v1e134.json b/ponyxl_loras/skecchiart-v1e134.json index 9639be013e8ad07efcf887aa17327e8f419df600..bcda29868a7fc8d1d36363093d5b8a1e80d412c0 100644 --- a/ponyxl_loras/skecchiart-v1e134.json +++ b/ponyxl_loras/skecchiart-v1e134.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.014900770720208872 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skecchiart": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "1693036129", - "ss_session_id": "378284849", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 1693036129, + "ss_session_id": 378284849, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_skecchiart": { "1boy": 9, @@ -723,14 +723,14 @@ "zettai ryouiki": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706526465.006298", - "ss_training_started_at": "1706516575.3100648", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706526465.006298, + "ss_training_started_at": 1706516575.3100648, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "96c7a6b3", "sshs_model_hash": "7c635635624e2cb0b3e1df2f8387d830288136f208df147f729807b5173d07f6" } \ No newline at end of file diff --git a/ponyxl_loras/skiltaire-v1e400.json b/ponyxl_loras/skiltaire-v1e400.json index 8dc523e8c62a437acca85a1e77ccd69903f56990..0f51294d6a0598bdd317305754efed2a9399b7dc 100644 --- a/ponyxl_loras/skiltaire-v1e400.json +++ b/ponyxl_loras/skiltaire-v1e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.009239595789332025 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skiltaire": { "img_count": 38, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "38", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 38, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "2530317836", - "ss_session_id": "2421916701", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2530317836, + "ss_session_id": 2421916701, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_skiltaire": { "against surface": 1, @@ -376,14 +376,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708721026.08415", - "ss_training_started_at": "1708703861.218462", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708721026.08415, + "ss_training_started_at": 1708703861.218462, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e0c44ceb", "sshs_model_hash": "0fc461705ce91a0d7e945c25fcc2b8ddb8745a732daa204135adc18113f5d2ba" } \ No newline at end of file diff --git a/ponyxl_loras/small_dom_big_sub-v2e400.json b/ponyxl_loras/small_dom_big_sub-v2e400.json index d5e78aed19e6ba39b0ac18d2384df1773d341085..fa44e3b229722418375b4fb3651a27c548cf276c 100644 --- a/ponyxl_loras/small_dom_big_sub-v2e400.json +++ b/ponyxl_loras/small_dom_big_sub-v2e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "smalldom", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.04261110345560784 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_small_dom_big_sub": { "img_count": 34, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -138,30 +138,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "34", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 34, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "smalldom", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "3517259544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 3517259544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_small_dom_big_sub": { "3 toes": 4, @@ -1302,14 +1302,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714165579.6844141", - "ss_training_started_at": "1714156797.2769675", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714165579.684414, + "ss_training_started_at": 1714156797.2769675, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e24e8d7", "sshs_model_hash": "f81db12c27f86933e9b8dc1b6f7588e4a2bfc155d31b38915dba8721835044f1" } \ No newline at end of file diff --git a/ponyxl_loras/space-v1e500.json b/ponyxl_loras/space-v1e500.json index 142304fd24b63042bb8c81cc8913ef0085b8e81e..78de014bc700c6f1b003000ae9c997269d09d0b2 100644 --- a/ponyxl_loras/space-v1e500.json +++ b/ponyxl_loras/space-v1e500.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,13 +105,13 @@ }, "mean_img_ar_error": 0.038359060063313855 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hubble": { "img_count": 30, @@ -122,34 +122,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -165,30 +165,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "683801429", - "ss_session_id": "4045678322", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 683801429, + "ss_session_id": 4045678322, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_hubble": { "a captivating view of a spiral galaxy with a luminous core and dust lanes that spiral outwards.": 1, @@ -376,14 +376,14 @@ "this visual spectacle likely captured by a space telescope offers a glimpse into the enigmatic beauty of the cosmos.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712663486.162759", - "ss_training_started_at": "1712647177.1985323", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712663486.162759, + "ss_training_started_at": 1712647177.1985323, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "93888dc3", "sshs_model_hash": "cbf1a0bcedd68017f63351ed685ac61b86d892f6f0e7a1ed76342520511bd74a" } \ No newline at end of file diff --git a/ponyxl_loras/spaceengine-v1e500.json b/ponyxl_loras/spaceengine-v1e500.json index 91a18d0428c35129937d7b48de4e547edfc3ea34..47caf4d975c476b8262d43e49af09d31ff61692f 100644 --- a/ponyxl_loras/spaceengine-v1e500.json +++ b/ponyxl_loras/spaceengine-v1e500.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,47 +91,47 @@ }, "mean_img_ar_error": 0.03183246666182062 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_spaceengine": { "img_count": 70, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -147,30 +147,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "70", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 70, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2333386442", - "ss_session_id": "705275545", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 2333386442, + "ss_session_id": 705275545, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_spaceengine": { "a bright light source possibly a star or sun is present on the right side casting an ethereal glow that illuminates the entire scene.": 1, @@ -480,14 +480,14 @@ "vibrant blue streams of energy emanate from it illustrating the immense power and energy release associated with these stellar remnants.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712933236.4185073", - "ss_training_started_at": "1712914192.293079", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712933236.418507, + "ss_training_started_at": 1712914192.293079, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "68fcc568", "sshs_model_hash": "cc0a832092d3fa983e3252f4062612668b136fc4d9fb6c17e7cf805426b831a8" } \ No newline at end of file diff --git a/ponyxl_loras/spectrumshift-v1e400.json b/ponyxl_loras/spectrumshift-v1e400.json index d5c9058788f5e0681cb8c354a3de6b5820a14016..a9db18119965a2684ccfb01d9ad3137690181f57 100644 --- a/ponyxl_loras/spectrumshift-v1e400.json +++ b/ponyxl_loras/spectrumshift-v1e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009795544940984734 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_spectrumshift": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -127,29 +127,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "6d0a9ba0d2d3fea61d5b0e18e989a34f760d5c61", - "ss_seed": "2755894900", - "ss_session_id": "1363972076", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2755894900, + "ss_session_id": 1363972076, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_spectrumshift": { "1 eye": 1, @@ -783,14 +783,14 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708029582.612618", - "ss_training_started_at": "1708015133.9054313", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708029582.612618, + "ss_training_started_at": 1708015133.9054313, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b78cc06d", "sshs_model_hash": "ef00c8f5d2ab9c58e931cedb0688f2fec0e2dc37a54b9f5856fb26982cc66bd1" } \ No newline at end of file diff --git a/ponyxl_loras/squishy-v1e10.json b/ponyxl_loras/squishy-v1e10.json index 712602be75a78f0f7c25743ec570ad16f16e5eba..f49b07d8a468cd6e76b1f55cf9a012b39541e02c 100644 --- a/ponyxl_loras/squishy-v1e10.json +++ b/ponyxl_loras/squishy-v1e10.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -189,43 +189,43 @@ }, "mean_img_ar_error": 0.006385128289178192 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "12_squishy": { "img_count": 75, "n_repeats": 12 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -239,29 +239,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "113", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 113, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2498859475", - "ss_session_id": "1462494029", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 2498859475, + "ss_session_id": 1462494029, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "12_squishy": { "2 toes": 1, @@ -856,14 +856,14 @@ "zac \\(squishy\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707184510.4265194", - "ss_training_started_at": "1707175095.714936", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707184510.4265194, + "ss_training_started_at": 1707175095.714936, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3ed915df", "sshs_model_hash": "c0eddfd6aecdf10a846933205e7ffb7b089e0b4c1431aad6e1a2e9892b978016" } \ No newline at end of file diff --git a/ponyxl_loras/tibetan-v2e500.json b/ponyxl_loras/tibetan-v2e500.json index f18c057feb7b4238a2201ab48d02d9eb789f560a..b5dc3083957ef8bbb2ad4fe928f4c95222f7aafb 100644 --- a/ponyxl_loras/tibetan-v2e500.json +++ b/ponyxl_loras/tibetan-v2e500.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.017608187006152493 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_tibetan_sand_fox": { "img_count": 16, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1601336944", - "ss_session_id": "3849817936", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1601336944, + "ss_session_id": 3849817936, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_tibetan_sand_fox": { "3 fingers": 1, @@ -412,14 +412,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711512473.9175951", - "ss_training_started_at": "1711503181.9913023", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711512473.9175951, + "ss_training_started_at": 1711503181.9913025, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "00053ef4", "sshs_model_hash": "329ccf73f5424640af70eb07316c3dc098f51715f8e6ba4395c5c43f6194b335" } \ No newline at end of file diff --git a/ponyxl_loras/veemon-v1e400.json b/ponyxl_loras/veemon-v1e400.json index 94ba1c28499453c1a6aefcd830b975055c4ebad4..01bb917bdb8f2a36f7c0167ad527bff76d39a85c 100644 --- a/ponyxl_loras/veemon-v1e400.json +++ b/ponyxl_loras/veemon-v1e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.011037164915945547 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_veemon": { "img_count": 47, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -206,29 +206,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "47", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 47, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "e32f76d2f8a80414325cacba82ecad616da73a7c", - "ss_seed": "294625778", - "ss_session_id": "3708104589", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 294625778, + "ss_session_id": 3708104589, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_veemon": { "3 claws": 1, @@ -705,14 +705,14 @@ "yowesephth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709593959.6523023", - "ss_training_started_at": "1709574283.7484765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709593959.6523025, + "ss_training_started_at": 1709574283.7484765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "909d78ee", "sshs_model_hash": "7275baa411f0b42c3eb5daafa0b424c2a7f146404c063c97c1d1c1547b5e95a6" } \ No newline at end of file diff --git a/ponyxl_loras/whisperingfornothing-v1e58.json b/ponyxl_loras/whisperingfornothing-v1e58.json index 4306816530139cba0133973095c359dfcb8f8eae..52608c252881c675cd43e79a42f24ece25cccea9 100644 --- a/ponyxl_loras/whisperingfornothing-v1e58.json +++ b/ponyxl_loras/whisperingfornothing-v1e58.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.016548741765614054 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "3_whisperingfornothing": { "img_count": 50, "n_repeats": 3 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "58", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 58, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "75", - "ss_num_epochs": "58", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 75, + "ss_num_epochs": 58, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2584717943", - "ss_session_id": "3778296922", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2584717943, + "ss_session_id": 3778296922, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "3_whisperingfornothing": { "1boy": 20, @@ -683,14 +683,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706617913.4442806", - "ss_training_started_at": "1706605565.349052", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706617913.4442806, + "ss_training_started_at": 1706605565.349052, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "88e52680", "sshs_model_hash": "cd3346a157bbcab0d980f84669837a545fe2910285835f0d418be5a6b04e8876" } \ No newline at end of file diff --git a/ponyxl_loras/wickerbeast-v1e500.json b/ponyxl_loras/wickerbeast-v1e500.json index 2fd6ba841c9efc4c983132b80fa10fab1fdbf97a..4f90d219735b0992ecfcc3ce459f28fcf9845323 100644 --- a/ponyxl_loras/wickerbeast-v1e500.json +++ b/ponyxl_loras/wickerbeast-v1e500.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,47 +105,47 @@ }, "mean_img_ar_error": 0.02712937822066288 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wickerbeast": { "img_count": 64, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -161,30 +161,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "64", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 64, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3028475309", - "ss_session_id": "1597864412", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 3028475309, + "ss_session_id": 1597864412, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_wickerbeast": { "3 toes": 5, @@ -1072,14 +1072,14 @@ "yellow fur": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713094542.8613093", - "ss_training_started_at": "1713076269.1555417", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713094542.8613093, + "ss_training_started_at": 1713076269.1555417, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ce6e511e", "sshs_model_hash": "a720bf92a879ea8e6e1b632281672574c450c15df3135e655940b1c6634e0ca6" } \ No newline at end of file diff --git a/ponyxl_loras/wjs07-v1e200.json b/ponyxl_loras/wjs07-v1e200.json index 54618c9178055b84cce7311ff005b4823d6d6f47..2dade928ba45e532642e1429598261fb3489b1ab 100644 --- a/ponyxl_loras/wjs07-v1e200.json +++ b/ponyxl_loras/wjs07-v1e200.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -203,43 +203,43 @@ }, "mean_img_ar_error": 0.013855570746599691 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wjs07": { "img_count": 57, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -253,29 +253,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "14", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 14, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2797188127", - "ss_session_id": "2971015185", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2797188127, + "ss_session_id": 2971015185, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_wjs07": { "3d (artwork)": 1, @@ -651,14 +651,14 @@ "young": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707843503.3602862", - "ss_training_started_at": "1707831390.7505734", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707843503.3602862, + "ss_training_started_at": 1707831390.7505734, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "09505e23", "sshs_model_hash": "1a61de00a12d8974dff0fc67d678e93cc712ae00ec2797bb0c11f6c87eb6cd67" } \ No newline at end of file diff --git a/ponyxl_loras/wolfy-nail-v1e400.json b/ponyxl_loras/wolfy-nail-v1e400.json index 4e32c5e149841ed30b708c924409e48aeebd25ee..a3748d8554921118171908ec4d2e16b9b42ba1f9 100644 --- a/ponyxl_loras/wolfy-nail-v1e400.json +++ b/ponyxl_loras/wolfy-nail-v1e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.01103713062752441 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wolfy-nail": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "4088274269", - "ss_session_id": "3543942828", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4088274269, + "ss_session_id": 3543942828, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_wolfy-nail": { "169 position": 1, @@ -1224,14 +1224,14 @@ "zora \\(partran\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708621604.9602249", - "ss_training_started_at": "1708607612.410587", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708621604.9602249, + "ss_training_started_at": 1708607612.410587, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "8e2fa336", "sshs_model_hash": "6b947a53160d60e98b35012564373645f354214cc62281a4f29bbb91635a4a2e" } \ No newline at end of file diff --git a/ponyxl_loras/woolrool-v1e4.json b/ponyxl_loras/woolrool-v1e4.json index e10ab01fd71f2bb06a529beaa652aa2a5b87860c..4439f52ec5d921b57463c47c03d1dad16fe3cb56 100644 --- a/ponyxl_loras/woolrool-v1e4.json +++ b/ponyxl_loras/woolrool-v1e4.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.015927851722952968 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "69_woolrool": { "img_count": 50, "n_repeats": 69 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "292", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 292, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "872", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "3450", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 872, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 3450, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "345698062", - "ss_session_id": "3266759817", - "ss_shuffle_caption": "False", - "ss_steps": "292", + "ss_seed": 345698062, + "ss_session_id": 3266759817, + "ss_shuffle_caption": false, + "ss_steps": 292, "ss_tag_frequency": { "69_woolrool": { "!": 1, @@ -739,14 +739,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "48", - "ss_training_comment": "None", - "ss_training_finished_at": "1705722230.4683154", - "ss_training_started_at": "1705693344.006862", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 48, + "ss_training_comment": null, + "ss_training_finished_at": 1705722230.4683154, + "ss_training_started_at": 1705693344.006862, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d928d149", "sshs_model_hash": "8e0f974c0ceddb4091c8fe75c6e7be144ac1df9cc94fe5a172150d65650351e9" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amalia-v2e400_th-0.96_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/amalia-v2e400_th-0.96_spn_lora0.50_spn_ckpt0.50_size4.0.json index 1b1d9846e1e91c272c8e56283373112c269fe75d..80b1c0120c7d20a995b3b76ec87a32d96dc3bcdf 100644 --- a/ponyxl_loras_shrunk/amalia-v2e400_th-0.96_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/amalia-v2e400_th-0.96_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.0058485657651045075 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amalia_(claralaine)": { "img_count": 27, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "27", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 27, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3668256944", - "ss_session_id": "3317684279", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3668256944, + "ss_session_id": 3317684279, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amalia_(claralaine)": { "1 1": 1, @@ -530,14 +530,14 @@ "zero-sum": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708422338.5066907", - "ss_training_started_at": "1708410133.021329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708422338.5066907, + "ss_training_started_at": 1708410133.021329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "aeee4fd6", "sshs_model_hash": "025732bf07855a5bc03147626d7276ae04899692edba9b5a1f6303c26a95f01c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amalia-v2e400_th-1.14_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/amalia-v2e400_th-1.14_spn_lora0.50_spn_ckpt0.50_size8.0.json index 1b1d9846e1e91c272c8e56283373112c269fe75d..80b1c0120c7d20a995b3b76ec87a32d96dc3bcdf 100644 --- a/ponyxl_loras_shrunk/amalia-v2e400_th-1.14_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/amalia-v2e400_th-1.14_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.0058485657651045075 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amalia_(claralaine)": { "img_count": 27, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "27", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 27, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3668256944", - "ss_session_id": "3317684279", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3668256944, + "ss_session_id": 3317684279, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amalia_(claralaine)": { "1 1": 1, @@ -530,14 +530,14 @@ "zero-sum": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708422338.5066907", - "ss_training_started_at": "1708410133.021329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708422338.5066907, + "ss_training_started_at": 1708410133.021329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "aeee4fd6", "sshs_model_hash": "025732bf07855a5bc03147626d7276ae04899692edba9b5a1f6303c26a95f01c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amalia-v2e400_th-1.23_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/amalia-v2e400_th-1.23_spn_lora0.50_spn_ckpt0.50_size12.0.json index 1b1d9846e1e91c272c8e56283373112c269fe75d..80b1c0120c7d20a995b3b76ec87a32d96dc3bcdf 100644 --- a/ponyxl_loras_shrunk/amalia-v2e400_th-1.23_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/amalia-v2e400_th-1.23_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.0058485657651045075 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amalia_(claralaine)": { "img_count": 27, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "27", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 27, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3668256944", - "ss_session_id": "3317684279", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3668256944, + "ss_session_id": 3317684279, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amalia_(claralaine)": { "1 1": 1, @@ -530,14 +530,14 @@ "zero-sum": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708422338.5066907", - "ss_training_started_at": "1708410133.021329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708422338.5066907, + "ss_training_started_at": 1708410133.021329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "aeee4fd6", "sshs_model_hash": "025732bf07855a5bc03147626d7276ae04899692edba9b5a1f6303c26a95f01c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amalia-v2e400_th-1.41_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/amalia-v2e400_th-1.41_spn_lora0.50_spn_ckpt0.50_size24.0.json index 1b1d9846e1e91c272c8e56283373112c269fe75d..80b1c0120c7d20a995b3b76ec87a32d96dc3bcdf 100644 --- a/ponyxl_loras_shrunk/amalia-v2e400_th-1.41_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/amalia-v2e400_th-1.41_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.0058485657651045075 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amalia_(claralaine)": { "img_count": 27, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "27", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 27, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3668256944", - "ss_session_id": "3317684279", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3668256944, + "ss_session_id": 3317684279, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amalia_(claralaine)": { "1 1": 1, @@ -530,14 +530,14 @@ "zero-sum": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708422338.5066907", - "ss_training_started_at": "1708410133.021329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708422338.5066907, + "ss_training_started_at": 1708410133.021329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "aeee4fd6", "sshs_model_hash": "025732bf07855a5bc03147626d7276ae04899692edba9b5a1f6303c26a95f01c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amalia-v2e400_th-1.54_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/amalia-v2e400_th-1.54_spn_lora0.50_spn_ckpt0.50_size32.0.json index 1b1d9846e1e91c272c8e56283373112c269fe75d..80b1c0120c7d20a995b3b76ec87a32d96dc3bcdf 100644 --- a/ponyxl_loras_shrunk/amalia-v2e400_th-1.54_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/amalia-v2e400_th-1.54_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.0058485657651045075 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amalia_(claralaine)": { "img_count": 27, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "27", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 27, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3668256944", - "ss_session_id": "3317684279", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3668256944, + "ss_session_id": 3317684279, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amalia_(claralaine)": { "1 1": 1, @@ -530,14 +530,14 @@ "zero-sum": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708422338.5066907", - "ss_training_started_at": "1708410133.021329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708422338.5066907, + "ss_training_started_at": 1708410133.021329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "aeee4fd6", "sshs_model_hash": "025732bf07855a5bc03147626d7276ae04899692edba9b5a1f6303c26a95f01c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amalia-v2e400_th-1.79_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/amalia-v2e400_th-1.79_spn_ckpt1.00_size4.0.json index 1b1d9846e1e91c272c8e56283373112c269fe75d..80b1c0120c7d20a995b3b76ec87a32d96dc3bcdf 100644 --- a/ponyxl_loras_shrunk/amalia-v2e400_th-1.79_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/amalia-v2e400_th-1.79_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.0058485657651045075 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amalia_(claralaine)": { "img_count": 27, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "27", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 27, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3668256944", - "ss_session_id": "3317684279", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3668256944, + "ss_session_id": 3317684279, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amalia_(claralaine)": { "1 1": 1, @@ -530,14 +530,14 @@ "zero-sum": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708422338.5066907", - "ss_training_started_at": "1708410133.021329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708422338.5066907, + "ss_training_started_at": 1708410133.021329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "aeee4fd6", "sshs_model_hash": "025732bf07855a5bc03147626d7276ae04899692edba9b5a1f6303c26a95f01c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amalia-v2e400_th-2.00_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/amalia-v2e400_th-2.00_spn_ckpt1.00_size8.0.json index 1b1d9846e1e91c272c8e56283373112c269fe75d..80b1c0120c7d20a995b3b76ec87a32d96dc3bcdf 100644 --- a/ponyxl_loras_shrunk/amalia-v2e400_th-2.00_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/amalia-v2e400_th-2.00_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.0058485657651045075 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amalia_(claralaine)": { "img_count": 27, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "27", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 27, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3668256944", - "ss_session_id": "3317684279", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3668256944, + "ss_session_id": 3317684279, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amalia_(claralaine)": { "1 1": 1, @@ -530,14 +530,14 @@ "zero-sum": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708422338.5066907", - "ss_training_started_at": "1708410133.021329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708422338.5066907, + "ss_training_started_at": 1708410133.021329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "aeee4fd6", "sshs_model_hash": "025732bf07855a5bc03147626d7276ae04899692edba9b5a1f6303c26a95f01c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amalia-v2e400_th-2.11_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/amalia-v2e400_th-2.11_spn_ckpt1.00_size12.0.json index 1b1d9846e1e91c272c8e56283373112c269fe75d..80b1c0120c7d20a995b3b76ec87a32d96dc3bcdf 100644 --- a/ponyxl_loras_shrunk/amalia-v2e400_th-2.11_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/amalia-v2e400_th-2.11_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.0058485657651045075 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amalia_(claralaine)": { "img_count": 27, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "27", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 27, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3668256944", - "ss_session_id": "3317684279", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3668256944, + "ss_session_id": 3317684279, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amalia_(claralaine)": { "1 1": 1, @@ -530,14 +530,14 @@ "zero-sum": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708422338.5066907", - "ss_training_started_at": "1708410133.021329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708422338.5066907, + "ss_training_started_at": 1708410133.021329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "aeee4fd6", "sshs_model_hash": "025732bf07855a5bc03147626d7276ae04899692edba9b5a1f6303c26a95f01c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amalia-v2e400_th-2.15_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/amalia-v2e400_th-2.15_spn_ckpt1.00_size14.0.json index 1b1d9846e1e91c272c8e56283373112c269fe75d..80b1c0120c7d20a995b3b76ec87a32d96dc3bcdf 100644 --- a/ponyxl_loras_shrunk/amalia-v2e400_th-2.15_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/amalia-v2e400_th-2.15_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.0058485657651045075 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amalia_(claralaine)": { "img_count": 27, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "27", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 27, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3668256944", - "ss_session_id": "3317684279", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3668256944, + "ss_session_id": 3317684279, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amalia_(claralaine)": { "1 1": 1, @@ -530,14 +530,14 @@ "zero-sum": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708422338.5066907", - "ss_training_started_at": "1708410133.021329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708422338.5066907, + "ss_training_started_at": 1708410133.021329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "aeee4fd6", "sshs_model_hash": "025732bf07855a5bc03147626d7276ae04899692edba9b5a1f6303c26a95f01c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amalia-v2e400_th-2.19_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/amalia-v2e400_th-2.19_spn_ckpt1.00_size16.0.json index 1b1d9846e1e91c272c8e56283373112c269fe75d..80b1c0120c7d20a995b3b76ec87a32d96dc3bcdf 100644 --- a/ponyxl_loras_shrunk/amalia-v2e400_th-2.19_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/amalia-v2e400_th-2.19_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.0058485657651045075 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amalia_(claralaine)": { "img_count": 27, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "27", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 27, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3668256944", - "ss_session_id": "3317684279", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3668256944, + "ss_session_id": 3317684279, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amalia_(claralaine)": { "1 1": 1, @@ -530,14 +530,14 @@ "zero-sum": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708422338.5066907", - "ss_training_started_at": "1708410133.021329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708422338.5066907, + "ss_training_started_at": 1708410133.021329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "aeee4fd6", "sshs_model_hash": "025732bf07855a5bc03147626d7276ae04899692edba9b5a1f6303c26a95f01c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amalia-v2e400_th-2.23_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/amalia-v2e400_th-2.23_spn_ckpt1.00_size18.0.json index 1b1d9846e1e91c272c8e56283373112c269fe75d..80b1c0120c7d20a995b3b76ec87a32d96dc3bcdf 100644 --- a/ponyxl_loras_shrunk/amalia-v2e400_th-2.23_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/amalia-v2e400_th-2.23_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.0058485657651045075 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amalia_(claralaine)": { "img_count": 27, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "27", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 27, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3668256944", - "ss_session_id": "3317684279", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3668256944, + "ss_session_id": 3317684279, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amalia_(claralaine)": { "1 1": 1, @@ -530,14 +530,14 @@ "zero-sum": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708422338.5066907", - "ss_training_started_at": "1708410133.021329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708422338.5066907, + "ss_training_started_at": 1708410133.021329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "aeee4fd6", "sshs_model_hash": "025732bf07855a5bc03147626d7276ae04899692edba9b5a1f6303c26a95f01c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amalia-v2e400_th-2.27_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/amalia-v2e400_th-2.27_spn_ckpt1.00_size20.0.json index 1b1d9846e1e91c272c8e56283373112c269fe75d..80b1c0120c7d20a995b3b76ec87a32d96dc3bcdf 100644 --- a/ponyxl_loras_shrunk/amalia-v2e400_th-2.27_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/amalia-v2e400_th-2.27_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.0058485657651045075 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amalia_(claralaine)": { "img_count": 27, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "27", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 27, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3668256944", - "ss_session_id": "3317684279", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3668256944, + "ss_session_id": 3317684279, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amalia_(claralaine)": { "1 1": 1, @@ -530,14 +530,14 @@ "zero-sum": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708422338.5066907", - "ss_training_started_at": "1708410133.021329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708422338.5066907, + "ss_training_started_at": 1708410133.021329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "aeee4fd6", "sshs_model_hash": "025732bf07855a5bc03147626d7276ae04899692edba9b5a1f6303c26a95f01c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amalia-v2e400_th-2.30_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/amalia-v2e400_th-2.30_spn_ckpt1.00_size22.0.json index 1b1d9846e1e91c272c8e56283373112c269fe75d..80b1c0120c7d20a995b3b76ec87a32d96dc3bcdf 100644 --- a/ponyxl_loras_shrunk/amalia-v2e400_th-2.30_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/amalia-v2e400_th-2.30_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.0058485657651045075 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amalia_(claralaine)": { "img_count": 27, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "27", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 27, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3668256944", - "ss_session_id": "3317684279", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3668256944, + "ss_session_id": 3317684279, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amalia_(claralaine)": { "1 1": 1, @@ -530,14 +530,14 @@ "zero-sum": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708422338.5066907", - "ss_training_started_at": "1708410133.021329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708422338.5066907, + "ss_training_started_at": 1708410133.021329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "aeee4fd6", "sshs_model_hash": "025732bf07855a5bc03147626d7276ae04899692edba9b5a1f6303c26a95f01c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amalia-v2e400_th-2.34_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/amalia-v2e400_th-2.34_spn_ckpt1.00_size24.0.json index 1b1d9846e1e91c272c8e56283373112c269fe75d..80b1c0120c7d20a995b3b76ec87a32d96dc3bcdf 100644 --- a/ponyxl_loras_shrunk/amalia-v2e400_th-2.34_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/amalia-v2e400_th-2.34_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.0058485657651045075 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amalia_(claralaine)": { "img_count": 27, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "27", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 27, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3668256944", - "ss_session_id": "3317684279", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3668256944, + "ss_session_id": 3317684279, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amalia_(claralaine)": { "1 1": 1, @@ -530,14 +530,14 @@ "zero-sum": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708422338.5066907", - "ss_training_started_at": "1708410133.021329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708422338.5066907, + "ss_training_started_at": 1708410133.021329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "aeee4fd6", "sshs_model_hash": "025732bf07855a5bc03147626d7276ae04899692edba9b5a1f6303c26a95f01c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amalia-v2e400_th-2.49_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/amalia-v2e400_th-2.49_spn_ckpt1.00_size32.0.json index 1b1d9846e1e91c272c8e56283373112c269fe75d..80b1c0120c7d20a995b3b76ec87a32d96dc3bcdf 100644 --- a/ponyxl_loras_shrunk/amalia-v2e400_th-2.49_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/amalia-v2e400_th-2.49_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.0058485657651045075 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amalia_(claralaine)": { "img_count": 27, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "27", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 27, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3668256944", - "ss_session_id": "3317684279", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3668256944, + "ss_session_id": 3317684279, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amalia_(claralaine)": { "1 1": 1, @@ -530,14 +530,14 @@ "zero-sum": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708422338.5066907", - "ss_training_started_at": "1708410133.021329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708422338.5066907, + "ss_training_started_at": 1708410133.021329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "aeee4fd6", "sshs_model_hash": "025732bf07855a5bc03147626d7276ae04899692edba9b5a1f6303c26a95f01c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amalia-v2e400_th-2.74_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/amalia-v2e400_th-2.74_fro_ckpt1.00_size4.0.json index 1b1d9846e1e91c272c8e56283373112c269fe75d..80b1c0120c7d20a995b3b76ec87a32d96dc3bcdf 100644 --- a/ponyxl_loras_shrunk/amalia-v2e400_th-2.74_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/amalia-v2e400_th-2.74_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.0058485657651045075 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amalia_(claralaine)": { "img_count": 27, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "27", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 27, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3668256944", - "ss_session_id": "3317684279", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3668256944, + "ss_session_id": 3317684279, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amalia_(claralaine)": { "1 1": 1, @@ -530,14 +530,14 @@ "zero-sum": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708422338.5066907", - "ss_training_started_at": "1708410133.021329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708422338.5066907, + "ss_training_started_at": 1708410133.021329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "aeee4fd6", "sshs_model_hash": "025732bf07855a5bc03147626d7276ae04899692edba9b5a1f6303c26a95f01c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amalia-v2e400_th-2.95_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/amalia-v2e400_th-2.95_fro_ckpt1.00_size8.0.json index 1b1d9846e1e91c272c8e56283373112c269fe75d..80b1c0120c7d20a995b3b76ec87a32d96dc3bcdf 100644 --- a/ponyxl_loras_shrunk/amalia-v2e400_th-2.95_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/amalia-v2e400_th-2.95_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.0058485657651045075 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amalia_(claralaine)": { "img_count": 27, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "27", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 27, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3668256944", - "ss_session_id": "3317684279", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3668256944, + "ss_session_id": 3317684279, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amalia_(claralaine)": { "1 1": 1, @@ -530,14 +530,14 @@ "zero-sum": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708422338.5066907", - "ss_training_started_at": "1708410133.021329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708422338.5066907, + "ss_training_started_at": 1708410133.021329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "aeee4fd6", "sshs_model_hash": "025732bf07855a5bc03147626d7276ae04899692edba9b5a1f6303c26a95f01c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amalia-v2e400_th-3.06_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/amalia-v2e400_th-3.06_fro_ckpt1.00_size12.0.json index 1b1d9846e1e91c272c8e56283373112c269fe75d..80b1c0120c7d20a995b3b76ec87a32d96dc3bcdf 100644 --- a/ponyxl_loras_shrunk/amalia-v2e400_th-3.06_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/amalia-v2e400_th-3.06_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.0058485657651045075 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amalia_(claralaine)": { "img_count": 27, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "27", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 27, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3668256944", - "ss_session_id": "3317684279", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3668256944, + "ss_session_id": 3317684279, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amalia_(claralaine)": { "1 1": 1, @@ -530,14 +530,14 @@ "zero-sum": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708422338.5066907", - "ss_training_started_at": "1708410133.021329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708422338.5066907, + "ss_training_started_at": 1708410133.021329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "aeee4fd6", "sshs_model_hash": "025732bf07855a5bc03147626d7276ae04899692edba9b5a1f6303c26a95f01c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amalia-v2e400_th-3.11_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/amalia-v2e400_th-3.11_fro_ckpt1.00_size14.0.json index 1b1d9846e1e91c272c8e56283373112c269fe75d..80b1c0120c7d20a995b3b76ec87a32d96dc3bcdf 100644 --- a/ponyxl_loras_shrunk/amalia-v2e400_th-3.11_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/amalia-v2e400_th-3.11_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.0058485657651045075 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amalia_(claralaine)": { "img_count": 27, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "27", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 27, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3668256944", - "ss_session_id": "3317684279", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3668256944, + "ss_session_id": 3317684279, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amalia_(claralaine)": { "1 1": 1, @@ -530,14 +530,14 @@ "zero-sum": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708422338.5066907", - "ss_training_started_at": "1708410133.021329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708422338.5066907, + "ss_training_started_at": 1708410133.021329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "aeee4fd6", "sshs_model_hash": "025732bf07855a5bc03147626d7276ae04899692edba9b5a1f6303c26a95f01c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amalia-v2e400_th-3.15_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/amalia-v2e400_th-3.15_fro_ckpt1.00_size16.0.json index 1b1d9846e1e91c272c8e56283373112c269fe75d..80b1c0120c7d20a995b3b76ec87a32d96dc3bcdf 100644 --- a/ponyxl_loras_shrunk/amalia-v2e400_th-3.15_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/amalia-v2e400_th-3.15_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.0058485657651045075 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amalia_(claralaine)": { "img_count": 27, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "27", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 27, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3668256944", - "ss_session_id": "3317684279", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3668256944, + "ss_session_id": 3317684279, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amalia_(claralaine)": { "1 1": 1, @@ -530,14 +530,14 @@ "zero-sum": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708422338.5066907", - "ss_training_started_at": "1708410133.021329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708422338.5066907, + "ss_training_started_at": 1708410133.021329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "aeee4fd6", "sshs_model_hash": "025732bf07855a5bc03147626d7276ae04899692edba9b5a1f6303c26a95f01c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amalia-v2e400_th-3.18_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/amalia-v2e400_th-3.18_fro_ckpt1.00_size18.0.json index 1b1d9846e1e91c272c8e56283373112c269fe75d..80b1c0120c7d20a995b3b76ec87a32d96dc3bcdf 100644 --- a/ponyxl_loras_shrunk/amalia-v2e400_th-3.18_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/amalia-v2e400_th-3.18_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.0058485657651045075 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amalia_(claralaine)": { "img_count": 27, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "27", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 27, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3668256944", - "ss_session_id": "3317684279", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3668256944, + "ss_session_id": 3317684279, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amalia_(claralaine)": { "1 1": 1, @@ -530,14 +530,14 @@ "zero-sum": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708422338.5066907", - "ss_training_started_at": "1708410133.021329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708422338.5066907, + "ss_training_started_at": 1708410133.021329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "aeee4fd6", "sshs_model_hash": "025732bf07855a5bc03147626d7276ae04899692edba9b5a1f6303c26a95f01c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amalia-v2e400_th-3.22_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/amalia-v2e400_th-3.22_fro_ckpt1.00_size20.0.json index 1b1d9846e1e91c272c8e56283373112c269fe75d..80b1c0120c7d20a995b3b76ec87a32d96dc3bcdf 100644 --- a/ponyxl_loras_shrunk/amalia-v2e400_th-3.22_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/amalia-v2e400_th-3.22_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.0058485657651045075 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amalia_(claralaine)": { "img_count": 27, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "27", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 27, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3668256944", - "ss_session_id": "3317684279", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3668256944, + "ss_session_id": 3317684279, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amalia_(claralaine)": { "1 1": 1, @@ -530,14 +530,14 @@ "zero-sum": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708422338.5066907", - "ss_training_started_at": "1708410133.021329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708422338.5066907, + "ss_training_started_at": 1708410133.021329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "aeee4fd6", "sshs_model_hash": "025732bf07855a5bc03147626d7276ae04899692edba9b5a1f6303c26a95f01c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amalia-v2e400_th-3.24_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/amalia-v2e400_th-3.24_fro_ckpt1.00_size22.0.json index 1b1d9846e1e91c272c8e56283373112c269fe75d..80b1c0120c7d20a995b3b76ec87a32d96dc3bcdf 100644 --- a/ponyxl_loras_shrunk/amalia-v2e400_th-3.24_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/amalia-v2e400_th-3.24_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.0058485657651045075 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amalia_(claralaine)": { "img_count": 27, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "27", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 27, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3668256944", - "ss_session_id": "3317684279", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3668256944, + "ss_session_id": 3317684279, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amalia_(claralaine)": { "1 1": 1, @@ -530,14 +530,14 @@ "zero-sum": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708422338.5066907", - "ss_training_started_at": "1708410133.021329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708422338.5066907, + "ss_training_started_at": 1708410133.021329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "aeee4fd6", "sshs_model_hash": "025732bf07855a5bc03147626d7276ae04899692edba9b5a1f6303c26a95f01c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amalia-v2e400_th-3.27_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/amalia-v2e400_th-3.27_fro_ckpt1.00_size24.0.json index 1b1d9846e1e91c272c8e56283373112c269fe75d..80b1c0120c7d20a995b3b76ec87a32d96dc3bcdf 100644 --- a/ponyxl_loras_shrunk/amalia-v2e400_th-3.27_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/amalia-v2e400_th-3.27_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.0058485657651045075 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amalia_(claralaine)": { "img_count": 27, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "27", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 27, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3668256944", - "ss_session_id": "3317684279", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3668256944, + "ss_session_id": 3317684279, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amalia_(claralaine)": { "1 1": 1, @@ -530,14 +530,14 @@ "zero-sum": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708422338.5066907", - "ss_training_started_at": "1708410133.021329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708422338.5066907, + "ss_training_started_at": 1708410133.021329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "aeee4fd6", "sshs_model_hash": "025732bf07855a5bc03147626d7276ae04899692edba9b5a1f6303c26a95f01c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amalia-v2e400_th-3.39_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/amalia-v2e400_th-3.39_fro_ckpt1.00_size32.0.json index 1b1d9846e1e91c272c8e56283373112c269fe75d..80b1c0120c7d20a995b3b76ec87a32d96dc3bcdf 100644 --- a/ponyxl_loras_shrunk/amalia-v2e400_th-3.39_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/amalia-v2e400_th-3.39_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.0058485657651045075 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amalia_(claralaine)": { "img_count": 27, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "27", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 27, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3668256944", - "ss_session_id": "3317684279", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3668256944, + "ss_session_id": 3317684279, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amalia_(claralaine)": { "1 1": 1, @@ -530,14 +530,14 @@ "zero-sum": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708422338.5066907", - "ss_training_started_at": "1708410133.021329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708422338.5066907, + "ss_training_started_at": 1708410133.021329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "aeee4fd6", "sshs_model_hash": "025732bf07855a5bc03147626d7276ae04899692edba9b5a1f6303c26a95f01c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amicus-v1e200_th-1.02_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/amicus-v1e200_th-1.02_spn_lora0.50_spn_ckpt0.50_size4.0.json index f963499c255786eb6180515c0ce545b0dab1f69e..b0f929a2a010711b493fc8db38f32d1f594b2cf5 100644 --- a/ponyxl_loras_shrunk/amicus-v1e200_th-1.02_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/amicus-v1e200_th-1.02_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -182,43 +182,43 @@ }, "mean_img_ar_error": 0.00841736024978324 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amicus_(adastra)": { "img_count": 55, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -234,29 +234,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "55", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 55, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1719035097", - "ss_session_id": "3140239447", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1719035097, + "ss_session_id": 3140239447, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amicus_(adastra)": { "3 toes": 1, @@ -778,14 +778,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709227998.690776", - "ss_training_started_at": "1709215708.7876213", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709227998.690776, + "ss_training_started_at": 1709215708.7876213, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "920519f5", "sshs_model_hash": "4ce4f28ed19b8f2f93cf0526b98ad00ac452ccc537c58692f10c5fb0cbd03240" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amicus-v1e200_th-1.18_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/amicus-v1e200_th-1.18_spn_lora0.50_spn_ckpt0.50_size8.0.json index f963499c255786eb6180515c0ce545b0dab1f69e..b0f929a2a010711b493fc8db38f32d1f594b2cf5 100644 --- a/ponyxl_loras_shrunk/amicus-v1e200_th-1.18_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/amicus-v1e200_th-1.18_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -182,43 +182,43 @@ }, "mean_img_ar_error": 0.00841736024978324 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amicus_(adastra)": { "img_count": 55, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -234,29 +234,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "55", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 55, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1719035097", - "ss_session_id": "3140239447", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1719035097, + "ss_session_id": 3140239447, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amicus_(adastra)": { "3 toes": 1, @@ -778,14 +778,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709227998.690776", - "ss_training_started_at": "1709215708.7876213", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709227998.690776, + "ss_training_started_at": 1709215708.7876213, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "920519f5", "sshs_model_hash": "4ce4f28ed19b8f2f93cf0526b98ad00ac452ccc537c58692f10c5fb0cbd03240" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amicus-v1e200_th-1.27_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/amicus-v1e200_th-1.27_spn_lora0.50_spn_ckpt0.50_size12.0.json index f963499c255786eb6180515c0ce545b0dab1f69e..b0f929a2a010711b493fc8db38f32d1f594b2cf5 100644 --- a/ponyxl_loras_shrunk/amicus-v1e200_th-1.27_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/amicus-v1e200_th-1.27_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -182,43 +182,43 @@ }, "mean_img_ar_error": 0.00841736024978324 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amicus_(adastra)": { "img_count": 55, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -234,29 +234,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "55", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 55, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1719035097", - "ss_session_id": "3140239447", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1719035097, + "ss_session_id": 3140239447, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amicus_(adastra)": { "3 toes": 1, @@ -778,14 +778,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709227998.690776", - "ss_training_started_at": "1709215708.7876213", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709227998.690776, + "ss_training_started_at": 1709215708.7876213, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "920519f5", "sshs_model_hash": "4ce4f28ed19b8f2f93cf0526b98ad00ac452ccc537c58692f10c5fb0cbd03240" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amicus-v1e200_th-1.45_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/amicus-v1e200_th-1.45_spn_lora0.50_spn_ckpt0.50_size24.0.json index f963499c255786eb6180515c0ce545b0dab1f69e..b0f929a2a010711b493fc8db38f32d1f594b2cf5 100644 --- a/ponyxl_loras_shrunk/amicus-v1e200_th-1.45_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/amicus-v1e200_th-1.45_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -182,43 +182,43 @@ }, "mean_img_ar_error": 0.00841736024978324 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amicus_(adastra)": { "img_count": 55, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -234,29 +234,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "55", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 55, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1719035097", - "ss_session_id": "3140239447", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1719035097, + "ss_session_id": 3140239447, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amicus_(adastra)": { "3 toes": 1, @@ -778,14 +778,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709227998.690776", - "ss_training_started_at": "1709215708.7876213", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709227998.690776, + "ss_training_started_at": 1709215708.7876213, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "920519f5", "sshs_model_hash": "4ce4f28ed19b8f2f93cf0526b98ad00ac452ccc537c58692f10c5fb0cbd03240" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amicus-v1e200_th-1.57_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/amicus-v1e200_th-1.57_spn_lora0.50_spn_ckpt0.50_size32.0.json index f963499c255786eb6180515c0ce545b0dab1f69e..b0f929a2a010711b493fc8db38f32d1f594b2cf5 100644 --- a/ponyxl_loras_shrunk/amicus-v1e200_th-1.57_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/amicus-v1e200_th-1.57_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -182,43 +182,43 @@ }, "mean_img_ar_error": 0.00841736024978324 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amicus_(adastra)": { "img_count": 55, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -234,29 +234,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "55", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 55, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1719035097", - "ss_session_id": "3140239447", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1719035097, + "ss_session_id": 3140239447, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amicus_(adastra)": { "3 toes": 1, @@ -778,14 +778,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709227998.690776", - "ss_training_started_at": "1709215708.7876213", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709227998.690776, + "ss_training_started_at": 1709215708.7876213, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "920519f5", "sshs_model_hash": "4ce4f28ed19b8f2f93cf0526b98ad00ac452ccc537c58692f10c5fb0cbd03240" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amicus-v1e200_th-1.90_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/amicus-v1e200_th-1.90_spn_ckpt1.00_size4.0.json index f963499c255786eb6180515c0ce545b0dab1f69e..b0f929a2a010711b493fc8db38f32d1f594b2cf5 100644 --- a/ponyxl_loras_shrunk/amicus-v1e200_th-1.90_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/amicus-v1e200_th-1.90_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -182,43 +182,43 @@ }, "mean_img_ar_error": 0.00841736024978324 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amicus_(adastra)": { "img_count": 55, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -234,29 +234,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "55", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 55, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1719035097", - "ss_session_id": "3140239447", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1719035097, + "ss_session_id": 3140239447, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amicus_(adastra)": { "3 toes": 1, @@ -778,14 +778,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709227998.690776", - "ss_training_started_at": "1709215708.7876213", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709227998.690776, + "ss_training_started_at": 1709215708.7876213, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "920519f5", "sshs_model_hash": "4ce4f28ed19b8f2f93cf0526b98ad00ac452ccc537c58692f10c5fb0cbd03240" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amicus-v1e200_th-2.10_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/amicus-v1e200_th-2.10_spn_ckpt1.00_size8.0.json index f963499c255786eb6180515c0ce545b0dab1f69e..b0f929a2a010711b493fc8db38f32d1f594b2cf5 100644 --- a/ponyxl_loras_shrunk/amicus-v1e200_th-2.10_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/amicus-v1e200_th-2.10_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -182,43 +182,43 @@ }, "mean_img_ar_error": 0.00841736024978324 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amicus_(adastra)": { "img_count": 55, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -234,29 +234,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "55", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 55, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1719035097", - "ss_session_id": "3140239447", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1719035097, + "ss_session_id": 3140239447, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amicus_(adastra)": { "3 toes": 1, @@ -778,14 +778,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709227998.690776", - "ss_training_started_at": "1709215708.7876213", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709227998.690776, + "ss_training_started_at": 1709215708.7876213, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "920519f5", "sshs_model_hash": "4ce4f28ed19b8f2f93cf0526b98ad00ac452ccc537c58692f10c5fb0cbd03240" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amicus-v1e200_th-2.21_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/amicus-v1e200_th-2.21_spn_ckpt1.00_size12.0.json index f963499c255786eb6180515c0ce545b0dab1f69e..b0f929a2a010711b493fc8db38f32d1f594b2cf5 100644 --- a/ponyxl_loras_shrunk/amicus-v1e200_th-2.21_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/amicus-v1e200_th-2.21_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -182,43 +182,43 @@ }, "mean_img_ar_error": 0.00841736024978324 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amicus_(adastra)": { "img_count": 55, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -234,29 +234,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "55", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 55, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1719035097", - "ss_session_id": "3140239447", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1719035097, + "ss_session_id": 3140239447, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amicus_(adastra)": { "3 toes": 1, @@ -778,14 +778,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709227998.690776", - "ss_training_started_at": "1709215708.7876213", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709227998.690776, + "ss_training_started_at": 1709215708.7876213, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "920519f5", "sshs_model_hash": "4ce4f28ed19b8f2f93cf0526b98ad00ac452ccc537c58692f10c5fb0cbd03240" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amicus-v1e200_th-2.25_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/amicus-v1e200_th-2.25_spn_ckpt1.00_size14.0.json index f963499c255786eb6180515c0ce545b0dab1f69e..b0f929a2a010711b493fc8db38f32d1f594b2cf5 100644 --- a/ponyxl_loras_shrunk/amicus-v1e200_th-2.25_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/amicus-v1e200_th-2.25_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -182,43 +182,43 @@ }, "mean_img_ar_error": 0.00841736024978324 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amicus_(adastra)": { "img_count": 55, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -234,29 +234,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "55", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 55, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1719035097", - "ss_session_id": "3140239447", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1719035097, + "ss_session_id": 3140239447, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amicus_(adastra)": { "3 toes": 1, @@ -778,14 +778,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709227998.690776", - "ss_training_started_at": "1709215708.7876213", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709227998.690776, + "ss_training_started_at": 1709215708.7876213, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "920519f5", "sshs_model_hash": "4ce4f28ed19b8f2f93cf0526b98ad00ac452ccc537c58692f10c5fb0cbd03240" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amicus-v1e200_th-2.29_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/amicus-v1e200_th-2.29_spn_ckpt1.00_size16.0.json index f963499c255786eb6180515c0ce545b0dab1f69e..b0f929a2a010711b493fc8db38f32d1f594b2cf5 100644 --- a/ponyxl_loras_shrunk/amicus-v1e200_th-2.29_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/amicus-v1e200_th-2.29_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -182,43 +182,43 @@ }, "mean_img_ar_error": 0.00841736024978324 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amicus_(adastra)": { "img_count": 55, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -234,29 +234,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "55", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 55, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1719035097", - "ss_session_id": "3140239447", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1719035097, + "ss_session_id": 3140239447, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amicus_(adastra)": { "3 toes": 1, @@ -778,14 +778,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709227998.690776", - "ss_training_started_at": "1709215708.7876213", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709227998.690776, + "ss_training_started_at": 1709215708.7876213, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "920519f5", "sshs_model_hash": "4ce4f28ed19b8f2f93cf0526b98ad00ac452ccc537c58692f10c5fb0cbd03240" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amicus-v1e200_th-2.32_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/amicus-v1e200_th-2.32_spn_ckpt1.00_size18.0.json index f963499c255786eb6180515c0ce545b0dab1f69e..b0f929a2a010711b493fc8db38f32d1f594b2cf5 100644 --- a/ponyxl_loras_shrunk/amicus-v1e200_th-2.32_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/amicus-v1e200_th-2.32_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -182,43 +182,43 @@ }, "mean_img_ar_error": 0.00841736024978324 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amicus_(adastra)": { "img_count": 55, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -234,29 +234,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "55", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 55, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1719035097", - "ss_session_id": "3140239447", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1719035097, + "ss_session_id": 3140239447, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amicus_(adastra)": { "3 toes": 1, @@ -778,14 +778,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709227998.690776", - "ss_training_started_at": "1709215708.7876213", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709227998.690776, + "ss_training_started_at": 1709215708.7876213, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "920519f5", "sshs_model_hash": "4ce4f28ed19b8f2f93cf0526b98ad00ac452ccc537c58692f10c5fb0cbd03240" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amicus-v1e200_th-2.35_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/amicus-v1e200_th-2.35_spn_ckpt1.00_size20.0.json index f963499c255786eb6180515c0ce545b0dab1f69e..b0f929a2a010711b493fc8db38f32d1f594b2cf5 100644 --- a/ponyxl_loras_shrunk/amicus-v1e200_th-2.35_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/amicus-v1e200_th-2.35_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -182,43 +182,43 @@ }, "mean_img_ar_error": 0.00841736024978324 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amicus_(adastra)": { "img_count": 55, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -234,29 +234,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "55", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 55, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1719035097", - "ss_session_id": "3140239447", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1719035097, + "ss_session_id": 3140239447, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amicus_(adastra)": { "3 toes": 1, @@ -778,14 +778,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709227998.690776", - "ss_training_started_at": "1709215708.7876213", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709227998.690776, + "ss_training_started_at": 1709215708.7876213, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "920519f5", "sshs_model_hash": "4ce4f28ed19b8f2f93cf0526b98ad00ac452ccc537c58692f10c5fb0cbd03240" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amicus-v1e200_th-2.39_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/amicus-v1e200_th-2.39_spn_ckpt1.00_size22.0.json index f963499c255786eb6180515c0ce545b0dab1f69e..b0f929a2a010711b493fc8db38f32d1f594b2cf5 100644 --- a/ponyxl_loras_shrunk/amicus-v1e200_th-2.39_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/amicus-v1e200_th-2.39_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -182,43 +182,43 @@ }, "mean_img_ar_error": 0.00841736024978324 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amicus_(adastra)": { "img_count": 55, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -234,29 +234,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "55", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 55, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1719035097", - "ss_session_id": "3140239447", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1719035097, + "ss_session_id": 3140239447, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amicus_(adastra)": { "3 toes": 1, @@ -778,14 +778,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709227998.690776", - "ss_training_started_at": "1709215708.7876213", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709227998.690776, + "ss_training_started_at": 1709215708.7876213, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "920519f5", "sshs_model_hash": "4ce4f28ed19b8f2f93cf0526b98ad00ac452ccc537c58692f10c5fb0cbd03240" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amicus-v1e200_th-2.42_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/amicus-v1e200_th-2.42_spn_ckpt1.00_size24.0.json index f963499c255786eb6180515c0ce545b0dab1f69e..b0f929a2a010711b493fc8db38f32d1f594b2cf5 100644 --- a/ponyxl_loras_shrunk/amicus-v1e200_th-2.42_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/amicus-v1e200_th-2.42_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -182,43 +182,43 @@ }, "mean_img_ar_error": 0.00841736024978324 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amicus_(adastra)": { "img_count": 55, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -234,29 +234,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "55", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 55, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1719035097", - "ss_session_id": "3140239447", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1719035097, + "ss_session_id": 3140239447, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amicus_(adastra)": { "3 toes": 1, @@ -778,14 +778,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709227998.690776", - "ss_training_started_at": "1709215708.7876213", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709227998.690776, + "ss_training_started_at": 1709215708.7876213, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "920519f5", "sshs_model_hash": "4ce4f28ed19b8f2f93cf0526b98ad00ac452ccc537c58692f10c5fb0cbd03240" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amicus-v1e200_th-2.58_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/amicus-v1e200_th-2.58_spn_ckpt1.00_size32.0.json index f963499c255786eb6180515c0ce545b0dab1f69e..b0f929a2a010711b493fc8db38f32d1f594b2cf5 100644 --- a/ponyxl_loras_shrunk/amicus-v1e200_th-2.58_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/amicus-v1e200_th-2.58_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -182,43 +182,43 @@ }, "mean_img_ar_error": 0.00841736024978324 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amicus_(adastra)": { "img_count": 55, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -234,29 +234,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "55", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 55, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1719035097", - "ss_session_id": "3140239447", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1719035097, + "ss_session_id": 3140239447, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amicus_(adastra)": { "3 toes": 1, @@ -778,14 +778,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709227998.690776", - "ss_training_started_at": "1709215708.7876213", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709227998.690776, + "ss_training_started_at": 1709215708.7876213, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "920519f5", "sshs_model_hash": "4ce4f28ed19b8f2f93cf0526b98ad00ac452ccc537c58692f10c5fb0cbd03240" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amicus-v1e200_th-2.82_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/amicus-v1e200_th-2.82_fro_ckpt1.00_size4.0.json index f963499c255786eb6180515c0ce545b0dab1f69e..b0f929a2a010711b493fc8db38f32d1f594b2cf5 100644 --- a/ponyxl_loras_shrunk/amicus-v1e200_th-2.82_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/amicus-v1e200_th-2.82_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -182,43 +182,43 @@ }, "mean_img_ar_error": 0.00841736024978324 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amicus_(adastra)": { "img_count": 55, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -234,29 +234,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "55", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 55, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1719035097", - "ss_session_id": "3140239447", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1719035097, + "ss_session_id": 3140239447, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amicus_(adastra)": { "3 toes": 1, @@ -778,14 +778,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709227998.690776", - "ss_training_started_at": "1709215708.7876213", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709227998.690776, + "ss_training_started_at": 1709215708.7876213, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "920519f5", "sshs_model_hash": "4ce4f28ed19b8f2f93cf0526b98ad00ac452ccc537c58692f10c5fb0cbd03240" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amicus-v1e200_th-3.05_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/amicus-v1e200_th-3.05_fro_ckpt1.00_size8.0.json index f963499c255786eb6180515c0ce545b0dab1f69e..b0f929a2a010711b493fc8db38f32d1f594b2cf5 100644 --- a/ponyxl_loras_shrunk/amicus-v1e200_th-3.05_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/amicus-v1e200_th-3.05_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -182,43 +182,43 @@ }, "mean_img_ar_error": 0.00841736024978324 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amicus_(adastra)": { "img_count": 55, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -234,29 +234,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "55", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 55, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1719035097", - "ss_session_id": "3140239447", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1719035097, + "ss_session_id": 3140239447, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amicus_(adastra)": { "3 toes": 1, @@ -778,14 +778,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709227998.690776", - "ss_training_started_at": "1709215708.7876213", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709227998.690776, + "ss_training_started_at": 1709215708.7876213, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "920519f5", "sshs_model_hash": "4ce4f28ed19b8f2f93cf0526b98ad00ac452ccc537c58692f10c5fb0cbd03240" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amicus-v1e200_th-3.16_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/amicus-v1e200_th-3.16_fro_ckpt1.00_size12.0.json index f963499c255786eb6180515c0ce545b0dab1f69e..b0f929a2a010711b493fc8db38f32d1f594b2cf5 100644 --- a/ponyxl_loras_shrunk/amicus-v1e200_th-3.16_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/amicus-v1e200_th-3.16_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -182,43 +182,43 @@ }, "mean_img_ar_error": 0.00841736024978324 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amicus_(adastra)": { "img_count": 55, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -234,29 +234,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "55", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 55, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1719035097", - "ss_session_id": "3140239447", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1719035097, + "ss_session_id": 3140239447, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amicus_(adastra)": { "3 toes": 1, @@ -778,14 +778,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709227998.690776", - "ss_training_started_at": "1709215708.7876213", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709227998.690776, + "ss_training_started_at": 1709215708.7876213, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "920519f5", "sshs_model_hash": "4ce4f28ed19b8f2f93cf0526b98ad00ac452ccc537c58692f10c5fb0cbd03240" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amicus-v1e200_th-3.20_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/amicus-v1e200_th-3.20_fro_ckpt1.00_size14.0.json index f963499c255786eb6180515c0ce545b0dab1f69e..b0f929a2a010711b493fc8db38f32d1f594b2cf5 100644 --- a/ponyxl_loras_shrunk/amicus-v1e200_th-3.20_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/amicus-v1e200_th-3.20_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -182,43 +182,43 @@ }, "mean_img_ar_error": 0.00841736024978324 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amicus_(adastra)": { "img_count": 55, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -234,29 +234,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "55", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 55, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1719035097", - "ss_session_id": "3140239447", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1719035097, + "ss_session_id": 3140239447, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amicus_(adastra)": { "3 toes": 1, @@ -778,14 +778,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709227998.690776", - "ss_training_started_at": "1709215708.7876213", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709227998.690776, + "ss_training_started_at": 1709215708.7876213, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "920519f5", "sshs_model_hash": "4ce4f28ed19b8f2f93cf0526b98ad00ac452ccc537c58692f10c5fb0cbd03240" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amicus-v1e200_th-3.23_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/amicus-v1e200_th-3.23_fro_ckpt1.00_size16.0.json index f963499c255786eb6180515c0ce545b0dab1f69e..b0f929a2a010711b493fc8db38f32d1f594b2cf5 100644 --- a/ponyxl_loras_shrunk/amicus-v1e200_th-3.23_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/amicus-v1e200_th-3.23_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -182,43 +182,43 @@ }, "mean_img_ar_error": 0.00841736024978324 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amicus_(adastra)": { "img_count": 55, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -234,29 +234,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "55", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 55, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1719035097", - "ss_session_id": "3140239447", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1719035097, + "ss_session_id": 3140239447, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amicus_(adastra)": { "3 toes": 1, @@ -778,14 +778,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709227998.690776", - "ss_training_started_at": "1709215708.7876213", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709227998.690776, + "ss_training_started_at": 1709215708.7876213, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "920519f5", "sshs_model_hash": "4ce4f28ed19b8f2f93cf0526b98ad00ac452ccc537c58692f10c5fb0cbd03240" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amicus-v1e200_th-3.27_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/amicus-v1e200_th-3.27_fro_ckpt1.00_size18.0.json index f963499c255786eb6180515c0ce545b0dab1f69e..b0f929a2a010711b493fc8db38f32d1f594b2cf5 100644 --- a/ponyxl_loras_shrunk/amicus-v1e200_th-3.27_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/amicus-v1e200_th-3.27_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -182,43 +182,43 @@ }, "mean_img_ar_error": 0.00841736024978324 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amicus_(adastra)": { "img_count": 55, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -234,29 +234,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "55", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 55, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1719035097", - "ss_session_id": "3140239447", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1719035097, + "ss_session_id": 3140239447, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amicus_(adastra)": { "3 toes": 1, @@ -778,14 +778,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709227998.690776", - "ss_training_started_at": "1709215708.7876213", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709227998.690776, + "ss_training_started_at": 1709215708.7876213, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "920519f5", "sshs_model_hash": "4ce4f28ed19b8f2f93cf0526b98ad00ac452ccc537c58692f10c5fb0cbd03240" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amicus-v1e200_th-3.30_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/amicus-v1e200_th-3.30_fro_ckpt1.00_size20.0.json index f963499c255786eb6180515c0ce545b0dab1f69e..b0f929a2a010711b493fc8db38f32d1f594b2cf5 100644 --- a/ponyxl_loras_shrunk/amicus-v1e200_th-3.30_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/amicus-v1e200_th-3.30_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -182,43 +182,43 @@ }, "mean_img_ar_error": 0.00841736024978324 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amicus_(adastra)": { "img_count": 55, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -234,29 +234,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "55", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 55, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1719035097", - "ss_session_id": "3140239447", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1719035097, + "ss_session_id": 3140239447, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amicus_(adastra)": { "3 toes": 1, @@ -778,14 +778,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709227998.690776", - "ss_training_started_at": "1709215708.7876213", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709227998.690776, + "ss_training_started_at": 1709215708.7876213, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "920519f5", "sshs_model_hash": "4ce4f28ed19b8f2f93cf0526b98ad00ac452ccc537c58692f10c5fb0cbd03240" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amicus-v1e200_th-3.33_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/amicus-v1e200_th-3.33_fro_ckpt1.00_size22.0.json index f963499c255786eb6180515c0ce545b0dab1f69e..b0f929a2a010711b493fc8db38f32d1f594b2cf5 100644 --- a/ponyxl_loras_shrunk/amicus-v1e200_th-3.33_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/amicus-v1e200_th-3.33_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -182,43 +182,43 @@ }, "mean_img_ar_error": 0.00841736024978324 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amicus_(adastra)": { "img_count": 55, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -234,29 +234,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "55", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 55, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1719035097", - "ss_session_id": "3140239447", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1719035097, + "ss_session_id": 3140239447, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amicus_(adastra)": { "3 toes": 1, @@ -778,14 +778,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709227998.690776", - "ss_training_started_at": "1709215708.7876213", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709227998.690776, + "ss_training_started_at": 1709215708.7876213, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "920519f5", "sshs_model_hash": "4ce4f28ed19b8f2f93cf0526b98ad00ac452ccc537c58692f10c5fb0cbd03240" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amicus-v1e200_th-3.36_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/amicus-v1e200_th-3.36_fro_ckpt1.00_size24.0.json index f963499c255786eb6180515c0ce545b0dab1f69e..b0f929a2a010711b493fc8db38f32d1f594b2cf5 100644 --- a/ponyxl_loras_shrunk/amicus-v1e200_th-3.36_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/amicus-v1e200_th-3.36_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -182,43 +182,43 @@ }, "mean_img_ar_error": 0.00841736024978324 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amicus_(adastra)": { "img_count": 55, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -234,29 +234,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "55", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 55, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1719035097", - "ss_session_id": "3140239447", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1719035097, + "ss_session_id": 3140239447, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amicus_(adastra)": { "3 toes": 1, @@ -778,14 +778,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709227998.690776", - "ss_training_started_at": "1709215708.7876213", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709227998.690776, + "ss_training_started_at": 1709215708.7876213, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "920519f5", "sshs_model_hash": "4ce4f28ed19b8f2f93cf0526b98ad00ac452ccc537c58692f10c5fb0cbd03240" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/amicus-v1e200_th-3.47_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/amicus-v1e200_th-3.47_fro_ckpt1.00_size32.0.json index f963499c255786eb6180515c0ce545b0dab1f69e..b0f929a2a010711b493fc8db38f32d1f594b2cf5 100644 --- a/ponyxl_loras_shrunk/amicus-v1e200_th-3.47_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/amicus-v1e200_th-3.47_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -182,43 +182,43 @@ }, "mean_img_ar_error": 0.00841736024978324 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_amicus_(adastra)": { "img_count": 55, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -234,29 +234,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "55", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 55, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1719035097", - "ss_session_id": "3140239447", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1719035097, + "ss_session_id": 3140239447, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_amicus_(adastra)": { "3 toes": 1, @@ -778,14 +778,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709227998.690776", - "ss_training_started_at": "1709215708.7876213", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709227998.690776, + "ss_training_started_at": 1709215708.7876213, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "920519f5", "sshs_model_hash": "4ce4f28ed19b8f2f93cf0526b98ad00ac452ccc537c58692f10c5fb0cbd03240" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-0.91_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-0.91_spn_lora0.50_spn_ckpt0.50_size4.0.json index 45266c3f40ebcbb8b39d58288e2bbd4bed77a923..339d0a6cc02a5141ebb45423697e677f5c1ac434 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-0.91_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-0.91_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "624553646", - "ss_session_id": "3405220309", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 624553646, + "ss_session_id": 3405220309, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -332,14 +332,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713700873.3288357", - "ss_training_started_at": "1713694242.8533008", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713700873.3288355, + "ss_training_started_at": 1713694242.8533008, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b0c00b23", "sshs_model_hash": "f2f6dd3c8cc7aefb2fabb99a164ce28c699085912507fa22e8fa1fe93a34f521" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json index 45266c3f40ebcbb8b39d58288e2bbd4bed77a923..339d0a6cc02a5141ebb45423697e677f5c1ac434 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "624553646", - "ss_session_id": "3405220309", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 624553646, + "ss_session_id": 3405220309, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -332,14 +332,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713700873.3288357", - "ss_training_started_at": "1713694242.8533008", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713700873.3288355, + "ss_training_started_at": 1713694242.8533008, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b0c00b23", "sshs_model_hash": "f2f6dd3c8cc7aefb2fabb99a164ce28c699085912507fa22e8fa1fe93a34f521" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-1.23_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-1.23_spn_lora0.50_spn_ckpt0.50_size12.0.json index 45266c3f40ebcbb8b39d58288e2bbd4bed77a923..339d0a6cc02a5141ebb45423697e677f5c1ac434 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-1.23_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-1.23_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "624553646", - "ss_session_id": "3405220309", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 624553646, + "ss_session_id": 3405220309, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -332,14 +332,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713700873.3288357", - "ss_training_started_at": "1713694242.8533008", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713700873.3288355, + "ss_training_started_at": 1713694242.8533008, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b0c00b23", "sshs_model_hash": "f2f6dd3c8cc7aefb2fabb99a164ce28c699085912507fa22e8fa1fe93a34f521" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-1.42_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-1.42_spn_lora0.50_spn_ckpt0.50_size24.0.json index 45266c3f40ebcbb8b39d58288e2bbd4bed77a923..339d0a6cc02a5141ebb45423697e677f5c1ac434 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-1.42_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-1.42_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "624553646", - "ss_session_id": "3405220309", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 624553646, + "ss_session_id": 3405220309, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -332,14 +332,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713700873.3288357", - "ss_training_started_at": "1713694242.8533008", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713700873.3288355, + "ss_training_started_at": 1713694242.8533008, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b0c00b23", "sshs_model_hash": "f2f6dd3c8cc7aefb2fabb99a164ce28c699085912507fa22e8fa1fe93a34f521" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-1.52_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-1.52_spn_lora0.50_spn_ckpt0.50_size32.0.json index 45266c3f40ebcbb8b39d58288e2bbd4bed77a923..339d0a6cc02a5141ebb45423697e677f5c1ac434 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-1.52_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-1.52_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "624553646", - "ss_session_id": "3405220309", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 624553646, + "ss_session_id": 3405220309, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -332,14 +332,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713700873.3288357", - "ss_training_started_at": "1713694242.8533008", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713700873.3288355, + "ss_training_started_at": 1713694242.8533008, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b0c00b23", "sshs_model_hash": "f2f6dd3c8cc7aefb2fabb99a164ce28c699085912507fa22e8fa1fe93a34f521" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-1.70_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-1.70_spn_ckpt1.00_size4.0.json index 45266c3f40ebcbb8b39d58288e2bbd4bed77a923..339d0a6cc02a5141ebb45423697e677f5c1ac434 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-1.70_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-1.70_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "624553646", - "ss_session_id": "3405220309", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 624553646, + "ss_session_id": 3405220309, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -332,14 +332,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713700873.3288357", - "ss_training_started_at": "1713694242.8533008", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713700873.3288355, + "ss_training_started_at": 1713694242.8533008, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b0c00b23", "sshs_model_hash": "f2f6dd3c8cc7aefb2fabb99a164ce28c699085912507fa22e8fa1fe93a34f521" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-1.93_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-1.93_spn_ckpt1.00_size8.0.json index 45266c3f40ebcbb8b39d58288e2bbd4bed77a923..339d0a6cc02a5141ebb45423697e677f5c1ac434 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-1.93_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-1.93_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "624553646", - "ss_session_id": "3405220309", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 624553646, + "ss_session_id": 3405220309, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -332,14 +332,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713700873.3288357", - "ss_training_started_at": "1713694242.8533008", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713700873.3288355, + "ss_training_started_at": 1713694242.8533008, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b0c00b23", "sshs_model_hash": "f2f6dd3c8cc7aefb2fabb99a164ce28c699085912507fa22e8fa1fe93a34f521" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.06_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.06_spn_ckpt1.00_size12.0.json index 45266c3f40ebcbb8b39d58288e2bbd4bed77a923..339d0a6cc02a5141ebb45423697e677f5c1ac434 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.06_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.06_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "624553646", - "ss_session_id": "3405220309", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 624553646, + "ss_session_id": 3405220309, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -332,14 +332,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713700873.3288357", - "ss_training_started_at": "1713694242.8533008", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713700873.3288355, + "ss_training_started_at": 1713694242.8533008, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b0c00b23", "sshs_model_hash": "f2f6dd3c8cc7aefb2fabb99a164ce28c699085912507fa22e8fa1fe93a34f521" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.10_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.10_spn_ckpt1.00_size14.0.json index 45266c3f40ebcbb8b39d58288e2bbd4bed77a923..339d0a6cc02a5141ebb45423697e677f5c1ac434 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.10_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.10_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "624553646", - "ss_session_id": "3405220309", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 624553646, + "ss_session_id": 3405220309, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -332,14 +332,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713700873.3288357", - "ss_training_started_at": "1713694242.8533008", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713700873.3288355, + "ss_training_started_at": 1713694242.8533008, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b0c00b23", "sshs_model_hash": "f2f6dd3c8cc7aefb2fabb99a164ce28c699085912507fa22e8fa1fe93a34f521" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.14_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.14_spn_ckpt1.00_size16.0.json index 45266c3f40ebcbb8b39d58288e2bbd4bed77a923..339d0a6cc02a5141ebb45423697e677f5c1ac434 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.14_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.14_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "624553646", - "ss_session_id": "3405220309", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 624553646, + "ss_session_id": 3405220309, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -332,14 +332,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713700873.3288357", - "ss_training_started_at": "1713694242.8533008", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713700873.3288355, + "ss_training_started_at": 1713694242.8533008, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b0c00b23", "sshs_model_hash": "f2f6dd3c8cc7aefb2fabb99a164ce28c699085912507fa22e8fa1fe93a34f521" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.18_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.18_spn_ckpt1.00_size18.0.json index 45266c3f40ebcbb8b39d58288e2bbd4bed77a923..339d0a6cc02a5141ebb45423697e677f5c1ac434 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.18_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.18_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "624553646", - "ss_session_id": "3405220309", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 624553646, + "ss_session_id": 3405220309, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -332,14 +332,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713700873.3288357", - "ss_training_started_at": "1713694242.8533008", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713700873.3288355, + "ss_training_started_at": 1713694242.8533008, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b0c00b23", "sshs_model_hash": "f2f6dd3c8cc7aefb2fabb99a164ce28c699085912507fa22e8fa1fe93a34f521" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.22_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.22_spn_ckpt1.00_size20.0.json index 45266c3f40ebcbb8b39d58288e2bbd4bed77a923..339d0a6cc02a5141ebb45423697e677f5c1ac434 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.22_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.22_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "624553646", - "ss_session_id": "3405220309", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 624553646, + "ss_session_id": 3405220309, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -332,14 +332,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713700873.3288357", - "ss_training_started_at": "1713694242.8533008", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713700873.3288355, + "ss_training_started_at": 1713694242.8533008, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b0c00b23", "sshs_model_hash": "f2f6dd3c8cc7aefb2fabb99a164ce28c699085912507fa22e8fa1fe93a34f521" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.25_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.25_spn_ckpt1.00_size22.0.json index 45266c3f40ebcbb8b39d58288e2bbd4bed77a923..339d0a6cc02a5141ebb45423697e677f5c1ac434 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.25_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.25_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "624553646", - "ss_session_id": "3405220309", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 624553646, + "ss_session_id": 3405220309, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -332,14 +332,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713700873.3288357", - "ss_training_started_at": "1713694242.8533008", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713700873.3288355, + "ss_training_started_at": 1713694242.8533008, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b0c00b23", "sshs_model_hash": "f2f6dd3c8cc7aefb2fabb99a164ce28c699085912507fa22e8fa1fe93a34f521" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.28_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.28_spn_ckpt1.00_size24.0.json index 45266c3f40ebcbb8b39d58288e2bbd4bed77a923..339d0a6cc02a5141ebb45423697e677f5c1ac434 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.28_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.28_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "624553646", - "ss_session_id": "3405220309", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 624553646, + "ss_session_id": 3405220309, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -332,14 +332,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713700873.3288357", - "ss_training_started_at": "1713694242.8533008", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713700873.3288355, + "ss_training_started_at": 1713694242.8533008, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b0c00b23", "sshs_model_hash": "f2f6dd3c8cc7aefb2fabb99a164ce28c699085912507fa22e8fa1fe93a34f521" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.42_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.42_spn_ckpt1.00_size32.0.json index 45266c3f40ebcbb8b39d58288e2bbd4bed77a923..339d0a6cc02a5141ebb45423697e677f5c1ac434 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.42_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.42_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "624553646", - "ss_session_id": "3405220309", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 624553646, + "ss_session_id": 3405220309, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -332,14 +332,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713700873.3288357", - "ss_training_started_at": "1713694242.8533008", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713700873.3288355, + "ss_training_started_at": 1713694242.8533008, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b0c00b23", "sshs_model_hash": "f2f6dd3c8cc7aefb2fabb99a164ce28c699085912507fa22e8fa1fe93a34f521" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.65_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.65_fro_ckpt1.00_size4.0.json index 45266c3f40ebcbb8b39d58288e2bbd4bed77a923..339d0a6cc02a5141ebb45423697e677f5c1ac434 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.65_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.65_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "624553646", - "ss_session_id": "3405220309", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 624553646, + "ss_session_id": 3405220309, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -332,14 +332,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713700873.3288357", - "ss_training_started_at": "1713694242.8533008", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713700873.3288355, + "ss_training_started_at": 1713694242.8533008, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b0c00b23", "sshs_model_hash": "f2f6dd3c8cc7aefb2fabb99a164ce28c699085912507fa22e8fa1fe93a34f521" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.88_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.88_fro_ckpt1.00_size8.0.json index 45266c3f40ebcbb8b39d58288e2bbd4bed77a923..339d0a6cc02a5141ebb45423697e677f5c1ac434 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.88_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-2.88_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "624553646", - "ss_session_id": "3405220309", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 624553646, + "ss_session_id": 3405220309, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -332,14 +332,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713700873.3288357", - "ss_training_started_at": "1713694242.8533008", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713700873.3288355, + "ss_training_started_at": 1713694242.8533008, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b0c00b23", "sshs_model_hash": "f2f6dd3c8cc7aefb2fabb99a164ce28c699085912507fa22e8fa1fe93a34f521" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.01_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.01_fro_ckpt1.00_size12.0.json index 45266c3f40ebcbb8b39d58288e2bbd4bed77a923..339d0a6cc02a5141ebb45423697e677f5c1ac434 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.01_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.01_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "624553646", - "ss_session_id": "3405220309", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 624553646, + "ss_session_id": 3405220309, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -332,14 +332,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713700873.3288357", - "ss_training_started_at": "1713694242.8533008", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713700873.3288355, + "ss_training_started_at": 1713694242.8533008, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b0c00b23", "sshs_model_hash": "f2f6dd3c8cc7aefb2fabb99a164ce28c699085912507fa22e8fa1fe93a34f521" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.05_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.05_fro_ckpt1.00_size14.0.json index 45266c3f40ebcbb8b39d58288e2bbd4bed77a923..339d0a6cc02a5141ebb45423697e677f5c1ac434 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.05_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.05_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "624553646", - "ss_session_id": "3405220309", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 624553646, + "ss_session_id": 3405220309, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -332,14 +332,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713700873.3288357", - "ss_training_started_at": "1713694242.8533008", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713700873.3288355, + "ss_training_started_at": 1713694242.8533008, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b0c00b23", "sshs_model_hash": "f2f6dd3c8cc7aefb2fabb99a164ce28c699085912507fa22e8fa1fe93a34f521" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.09_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.09_fro_ckpt1.00_size16.0.json index 45266c3f40ebcbb8b39d58288e2bbd4bed77a923..339d0a6cc02a5141ebb45423697e677f5c1ac434 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.09_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.09_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "624553646", - "ss_session_id": "3405220309", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 624553646, + "ss_session_id": 3405220309, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -332,14 +332,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713700873.3288357", - "ss_training_started_at": "1713694242.8533008", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713700873.3288355, + "ss_training_started_at": 1713694242.8533008, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b0c00b23", "sshs_model_hash": "f2f6dd3c8cc7aefb2fabb99a164ce28c699085912507fa22e8fa1fe93a34f521" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.12_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.12_fro_ckpt1.00_size18.0.json index 45266c3f40ebcbb8b39d58288e2bbd4bed77a923..339d0a6cc02a5141ebb45423697e677f5c1ac434 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.12_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.12_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "624553646", - "ss_session_id": "3405220309", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 624553646, + "ss_session_id": 3405220309, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -332,14 +332,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713700873.3288357", - "ss_training_started_at": "1713694242.8533008", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713700873.3288355, + "ss_training_started_at": 1713694242.8533008, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b0c00b23", "sshs_model_hash": "f2f6dd3c8cc7aefb2fabb99a164ce28c699085912507fa22e8fa1fe93a34f521" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.16_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.16_fro_ckpt1.00_size20.0.json index 45266c3f40ebcbb8b39d58288e2bbd4bed77a923..339d0a6cc02a5141ebb45423697e677f5c1ac434 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.16_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.16_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "624553646", - "ss_session_id": "3405220309", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 624553646, + "ss_session_id": 3405220309, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -332,14 +332,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713700873.3288357", - "ss_training_started_at": "1713694242.8533008", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713700873.3288355, + "ss_training_started_at": 1713694242.8533008, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b0c00b23", "sshs_model_hash": "f2f6dd3c8cc7aefb2fabb99a164ce28c699085912507fa22e8fa1fe93a34f521" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.18_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.18_fro_ckpt1.00_size22.0.json index 45266c3f40ebcbb8b39d58288e2bbd4bed77a923..339d0a6cc02a5141ebb45423697e677f5c1ac434 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.18_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.18_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "624553646", - "ss_session_id": "3405220309", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 624553646, + "ss_session_id": 3405220309, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -332,14 +332,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713700873.3288357", - "ss_training_started_at": "1713694242.8533008", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713700873.3288355, + "ss_training_started_at": 1713694242.8533008, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b0c00b23", "sshs_model_hash": "f2f6dd3c8cc7aefb2fabb99a164ce28c699085912507fa22e8fa1fe93a34f521" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.21_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.21_fro_ckpt1.00_size24.0.json index 45266c3f40ebcbb8b39d58288e2bbd4bed77a923..339d0a6cc02a5141ebb45423697e677f5c1ac434 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.21_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.21_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "624553646", - "ss_session_id": "3405220309", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 624553646, + "ss_session_id": 3405220309, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -332,14 +332,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713700873.3288357", - "ss_training_started_at": "1713694242.8533008", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713700873.3288355, + "ss_training_started_at": 1713694242.8533008, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b0c00b23", "sshs_model_hash": "f2f6dd3c8cc7aefb2fabb99a164ce28c699085912507fa22e8fa1fe93a34f521" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.32_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.32_fro_ckpt1.00_size32.0.json index 45266c3f40ebcbb8b39d58288e2bbd4bed77a923..339d0a6cc02a5141ebb45423697e677f5c1ac434 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.32_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v1e400_th-3.32_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "624553646", - "ss_session_id": "3405220309", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 624553646, + "ss_session_id": 3405220309, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -332,14 +332,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713700873.3288357", - "ss_training_started_at": "1713694242.8533008", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713700873.3288355, + "ss_training_started_at": 1713694242.8533008, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b0c00b23", "sshs_model_hash": "f2f6dd3c8cc7aefb2fabb99a164ce28c699085912507fa22e8fa1fe93a34f521" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-0.88_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-0.88_spn_lora0.50_spn_ckpt0.50_size4.0.json index 910870404e99b322a26aca80340028faad227045..08e95ecd20b3b17401d2f6c0786f6cab4ef4cb2e 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-0.88_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-0.88_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3949175371", - "ss_session_id": "850672712", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3949175371, + "ss_session_id": 850672712, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -330,14 +330,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713708498.7640367", - "ss_training_started_at": "1713701830.5789347", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713708498.764037, + "ss_training_started_at": 1713701830.578935, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "78f35a9e", "sshs_model_hash": "5acd2bd9dbcc06bf0d37a3c7eb205b26daefe1b9bdef3ded913ccfe3a8aa2818" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json index 910870404e99b322a26aca80340028faad227045..08e95ecd20b3b17401d2f6c0786f6cab4ef4cb2e 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3949175371", - "ss_session_id": "850672712", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3949175371, + "ss_session_id": 850672712, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -330,14 +330,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713708498.7640367", - "ss_training_started_at": "1713701830.5789347", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713708498.764037, + "ss_training_started_at": 1713701830.578935, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "78f35a9e", "sshs_model_hash": "5acd2bd9dbcc06bf0d37a3c7eb205b26daefe1b9bdef3ded913ccfe3a8aa2818" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-1.23_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-1.23_spn_lora0.50_spn_ckpt0.50_size12.0.json index 910870404e99b322a26aca80340028faad227045..08e95ecd20b3b17401d2f6c0786f6cab4ef4cb2e 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-1.23_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-1.23_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3949175371", - "ss_session_id": "850672712", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3949175371, + "ss_session_id": 850672712, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -330,14 +330,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713708498.7640367", - "ss_training_started_at": "1713701830.5789347", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713708498.764037, + "ss_training_started_at": 1713701830.578935, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "78f35a9e", "sshs_model_hash": "5acd2bd9dbcc06bf0d37a3c7eb205b26daefe1b9bdef3ded913ccfe3a8aa2818" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-1.42_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-1.42_spn_lora0.50_spn_ckpt0.50_size24.0.json index 910870404e99b322a26aca80340028faad227045..08e95ecd20b3b17401d2f6c0786f6cab4ef4cb2e 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-1.42_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-1.42_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3949175371", - "ss_session_id": "850672712", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3949175371, + "ss_session_id": 850672712, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -330,14 +330,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713708498.7640367", - "ss_training_started_at": "1713701830.5789347", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713708498.764037, + "ss_training_started_at": 1713701830.578935, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "78f35a9e", "sshs_model_hash": "5acd2bd9dbcc06bf0d37a3c7eb205b26daefe1b9bdef3ded913ccfe3a8aa2818" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-1.53_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-1.53_spn_lora0.50_spn_ckpt0.50_size32.0.json index 910870404e99b322a26aca80340028faad227045..08e95ecd20b3b17401d2f6c0786f6cab4ef4cb2e 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-1.53_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-1.53_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3949175371", - "ss_session_id": "850672712", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3949175371, + "ss_session_id": 850672712, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -330,14 +330,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713708498.7640367", - "ss_training_started_at": "1713701830.5789347", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713708498.764037, + "ss_training_started_at": 1713701830.578935, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "78f35a9e", "sshs_model_hash": "5acd2bd9dbcc06bf0d37a3c7eb205b26daefe1b9bdef3ded913ccfe3a8aa2818" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-1.67_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-1.67_spn_ckpt1.00_size4.0.json index 910870404e99b322a26aca80340028faad227045..08e95ecd20b3b17401d2f6c0786f6cab4ef4cb2e 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-1.67_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-1.67_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3949175371", - "ss_session_id": "850672712", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3949175371, + "ss_session_id": 850672712, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -330,14 +330,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713708498.7640367", - "ss_training_started_at": "1713701830.5789347", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713708498.764037, + "ss_training_started_at": 1713701830.578935, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "78f35a9e", "sshs_model_hash": "5acd2bd9dbcc06bf0d37a3c7eb205b26daefe1b9bdef3ded913ccfe3a8aa2818" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-1.91_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-1.91_spn_ckpt1.00_size8.0.json index 910870404e99b322a26aca80340028faad227045..08e95ecd20b3b17401d2f6c0786f6cab4ef4cb2e 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-1.91_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-1.91_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3949175371", - "ss_session_id": "850672712", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3949175371, + "ss_session_id": 850672712, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -330,14 +330,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713708498.7640367", - "ss_training_started_at": "1713701830.5789347", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713708498.764037, + "ss_training_started_at": 1713701830.578935, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "78f35a9e", "sshs_model_hash": "5acd2bd9dbcc06bf0d37a3c7eb205b26daefe1b9bdef3ded913ccfe3a8aa2818" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.04_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.04_spn_ckpt1.00_size12.0.json index 910870404e99b322a26aca80340028faad227045..08e95ecd20b3b17401d2f6c0786f6cab4ef4cb2e 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.04_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.04_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3949175371", - "ss_session_id": "850672712", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3949175371, + "ss_session_id": 850672712, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -330,14 +330,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713708498.7640367", - "ss_training_started_at": "1713701830.5789347", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713708498.764037, + "ss_training_started_at": 1713701830.578935, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "78f35a9e", "sshs_model_hash": "5acd2bd9dbcc06bf0d37a3c7eb205b26daefe1b9bdef3ded913ccfe3a8aa2818" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.09_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.09_spn_ckpt1.00_size14.0.json index 910870404e99b322a26aca80340028faad227045..08e95ecd20b3b17401d2f6c0786f6cab4ef4cb2e 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.09_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.09_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3949175371", - "ss_session_id": "850672712", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3949175371, + "ss_session_id": 850672712, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -330,14 +330,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713708498.7640367", - "ss_training_started_at": "1713701830.5789347", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713708498.764037, + "ss_training_started_at": 1713701830.578935, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "78f35a9e", "sshs_model_hash": "5acd2bd9dbcc06bf0d37a3c7eb205b26daefe1b9bdef3ded913ccfe3a8aa2818" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.13_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.13_spn_ckpt1.00_size16.0.json index 910870404e99b322a26aca80340028faad227045..08e95ecd20b3b17401d2f6c0786f6cab4ef4cb2e 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.13_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.13_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3949175371", - "ss_session_id": "850672712", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3949175371, + "ss_session_id": 850672712, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -330,14 +330,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713708498.7640367", - "ss_training_started_at": "1713701830.5789347", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713708498.764037, + "ss_training_started_at": 1713701830.578935, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "78f35a9e", "sshs_model_hash": "5acd2bd9dbcc06bf0d37a3c7eb205b26daefe1b9bdef3ded913ccfe3a8aa2818" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.17_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.17_spn_ckpt1.00_size18.0.json index 910870404e99b322a26aca80340028faad227045..08e95ecd20b3b17401d2f6c0786f6cab4ef4cb2e 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.17_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.17_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3949175371", - "ss_session_id": "850672712", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3949175371, + "ss_session_id": 850672712, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -330,14 +330,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713708498.7640367", - "ss_training_started_at": "1713701830.5789347", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713708498.764037, + "ss_training_started_at": 1713701830.578935, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "78f35a9e", "sshs_model_hash": "5acd2bd9dbcc06bf0d37a3c7eb205b26daefe1b9bdef3ded913ccfe3a8aa2818" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.21_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.21_spn_ckpt1.00_size20.0.json index 910870404e99b322a26aca80340028faad227045..08e95ecd20b3b17401d2f6c0786f6cab4ef4cb2e 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.21_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.21_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3949175371", - "ss_session_id": "850672712", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3949175371, + "ss_session_id": 850672712, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -330,14 +330,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713708498.7640367", - "ss_training_started_at": "1713701830.5789347", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713708498.764037, + "ss_training_started_at": 1713701830.578935, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "78f35a9e", "sshs_model_hash": "5acd2bd9dbcc06bf0d37a3c7eb205b26daefe1b9bdef3ded913ccfe3a8aa2818" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.24_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.24_spn_ckpt1.00_size22.0.json index 910870404e99b322a26aca80340028faad227045..08e95ecd20b3b17401d2f6c0786f6cab4ef4cb2e 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.24_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.24_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3949175371", - "ss_session_id": "850672712", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3949175371, + "ss_session_id": 850672712, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -330,14 +330,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713708498.7640367", - "ss_training_started_at": "1713701830.5789347", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713708498.764037, + "ss_training_started_at": 1713701830.578935, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "78f35a9e", "sshs_model_hash": "5acd2bd9dbcc06bf0d37a3c7eb205b26daefe1b9bdef3ded913ccfe3a8aa2818" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.28_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.28_spn_ckpt1.00_size24.0.json index 910870404e99b322a26aca80340028faad227045..08e95ecd20b3b17401d2f6c0786f6cab4ef4cb2e 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.28_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.28_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3949175371", - "ss_session_id": "850672712", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3949175371, + "ss_session_id": 850672712, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -330,14 +330,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713708498.7640367", - "ss_training_started_at": "1713701830.5789347", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713708498.764037, + "ss_training_started_at": 1713701830.578935, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "78f35a9e", "sshs_model_hash": "5acd2bd9dbcc06bf0d37a3c7eb205b26daefe1b9bdef3ded913ccfe3a8aa2818" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.42_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.42_spn_ckpt1.00_size32.0.json index 910870404e99b322a26aca80340028faad227045..08e95ecd20b3b17401d2f6c0786f6cab4ef4cb2e 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.42_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.42_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3949175371", - "ss_session_id": "850672712", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3949175371, + "ss_session_id": 850672712, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -330,14 +330,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713708498.7640367", - "ss_training_started_at": "1713701830.5789347", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713708498.764037, + "ss_training_started_at": 1713701830.578935, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "78f35a9e", "sshs_model_hash": "5acd2bd9dbcc06bf0d37a3c7eb205b26daefe1b9bdef3ded913ccfe3a8aa2818" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.63_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.63_fro_ckpt1.00_size4.0.json index 910870404e99b322a26aca80340028faad227045..08e95ecd20b3b17401d2f6c0786f6cab4ef4cb2e 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.63_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.63_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3949175371", - "ss_session_id": "850672712", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3949175371, + "ss_session_id": 850672712, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -330,14 +330,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713708498.7640367", - "ss_training_started_at": "1713701830.5789347", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713708498.764037, + "ss_training_started_at": 1713701830.578935, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "78f35a9e", "sshs_model_hash": "5acd2bd9dbcc06bf0d37a3c7eb205b26daefe1b9bdef3ded913ccfe3a8aa2818" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.86_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.86_fro_ckpt1.00_size8.0.json index 910870404e99b322a26aca80340028faad227045..08e95ecd20b3b17401d2f6c0786f6cab4ef4cb2e 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.86_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.86_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3949175371", - "ss_session_id": "850672712", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3949175371, + "ss_session_id": 850672712, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -330,14 +330,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713708498.7640367", - "ss_training_started_at": "1713701830.5789347", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713708498.764037, + "ss_training_started_at": 1713701830.578935, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "78f35a9e", "sshs_model_hash": "5acd2bd9dbcc06bf0d37a3c7eb205b26daefe1b9bdef3ded913ccfe3a8aa2818" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.99_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.99_fro_ckpt1.00_size12.0.json index 910870404e99b322a26aca80340028faad227045..08e95ecd20b3b17401d2f6c0786f6cab4ef4cb2e 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.99_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-2.99_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3949175371", - "ss_session_id": "850672712", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3949175371, + "ss_session_id": 850672712, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -330,14 +330,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713708498.7640367", - "ss_training_started_at": "1713701830.5789347", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713708498.764037, + "ss_training_started_at": 1713701830.578935, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "78f35a9e", "sshs_model_hash": "5acd2bd9dbcc06bf0d37a3c7eb205b26daefe1b9bdef3ded913ccfe3a8aa2818" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-3.04_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-3.04_fro_ckpt1.00_size14.0.json index 910870404e99b322a26aca80340028faad227045..08e95ecd20b3b17401d2f6c0786f6cab4ef4cb2e 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-3.04_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-3.04_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3949175371", - "ss_session_id": "850672712", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3949175371, + "ss_session_id": 850672712, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -330,14 +330,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713708498.7640367", - "ss_training_started_at": "1713701830.5789347", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713708498.764037, + "ss_training_started_at": 1713701830.578935, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "78f35a9e", "sshs_model_hash": "5acd2bd9dbcc06bf0d37a3c7eb205b26daefe1b9bdef3ded913ccfe3a8aa2818" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-3.08_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-3.08_fro_ckpt1.00_size16.0.json index 910870404e99b322a26aca80340028faad227045..08e95ecd20b3b17401d2f6c0786f6cab4ef4cb2e 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-3.08_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-3.08_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3949175371", - "ss_session_id": "850672712", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3949175371, + "ss_session_id": 850672712, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -330,14 +330,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713708498.7640367", - "ss_training_started_at": "1713701830.5789347", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713708498.764037, + "ss_training_started_at": 1713701830.578935, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "78f35a9e", "sshs_model_hash": "5acd2bd9dbcc06bf0d37a3c7eb205b26daefe1b9bdef3ded913ccfe3a8aa2818" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-3.12_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-3.12_fro_ckpt1.00_size18.0.json index 910870404e99b322a26aca80340028faad227045..08e95ecd20b3b17401d2f6c0786f6cab4ef4cb2e 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-3.12_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-3.12_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3949175371", - "ss_session_id": "850672712", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3949175371, + "ss_session_id": 850672712, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -330,14 +330,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713708498.7640367", - "ss_training_started_at": "1713701830.5789347", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713708498.764037, + "ss_training_started_at": 1713701830.578935, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "78f35a9e", "sshs_model_hash": "5acd2bd9dbcc06bf0d37a3c7eb205b26daefe1b9bdef3ded913ccfe3a8aa2818" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-3.15_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-3.15_fro_ckpt1.00_size20.0.json index 910870404e99b322a26aca80340028faad227045..08e95ecd20b3b17401d2f6c0786f6cab4ef4cb2e 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-3.15_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-3.15_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3949175371", - "ss_session_id": "850672712", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3949175371, + "ss_session_id": 850672712, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -330,14 +330,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713708498.7640367", - "ss_training_started_at": "1713701830.5789347", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713708498.764037, + "ss_training_started_at": 1713701830.578935, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "78f35a9e", "sshs_model_hash": "5acd2bd9dbcc06bf0d37a3c7eb205b26daefe1b9bdef3ded913ccfe3a8aa2818" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-3.18_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-3.18_fro_ckpt1.00_size22.0.json index 910870404e99b322a26aca80340028faad227045..08e95ecd20b3b17401d2f6c0786f6cab4ef4cb2e 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-3.18_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-3.18_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3949175371", - "ss_session_id": "850672712", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3949175371, + "ss_session_id": 850672712, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -330,14 +330,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713708498.7640367", - "ss_training_started_at": "1713701830.5789347", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713708498.764037, + "ss_training_started_at": 1713701830.578935, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "78f35a9e", "sshs_model_hash": "5acd2bd9dbcc06bf0d37a3c7eb205b26daefe1b9bdef3ded913ccfe3a8aa2818" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-3.20_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-3.20_fro_ckpt1.00_size24.0.json index 910870404e99b322a26aca80340028faad227045..08e95ecd20b3b17401d2f6c0786f6cab4ef4cb2e 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-3.20_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-3.20_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3949175371", - "ss_session_id": "850672712", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3949175371, + "ss_session_id": 850672712, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -330,14 +330,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713708498.7640367", - "ss_training_started_at": "1713701830.5789347", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713708498.764037, + "ss_training_started_at": 1713701830.578935, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "78f35a9e", "sshs_model_hash": "5acd2bd9dbcc06bf0d37a3c7eb205b26daefe1b9bdef3ded913ccfe3a8aa2818" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-3.32_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-3.32_fro_ckpt1.00_size32.0.json index 910870404e99b322a26aca80340028faad227045..08e95ecd20b3b17401d2f6c0786f6cab4ef4cb2e 100644 --- a/ponyxl_loras_shrunk/arielsatyr-v2e400_th-3.32_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/arielsatyr-v2e400_th-3.32_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "arielsatyr", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.03945710544849258 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_arielsatyr": { "img_count": 10, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -126,30 +126,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "arielsatyr", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3949175371", - "ss_session_id": "850672712", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3949175371, + "ss_session_id": 850672712, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_arielsatyr": { "accipitrid": 1, @@ -330,14 +330,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713708498.7640367", - "ss_training_started_at": "1713701830.5789347", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713708498.764037, + "ss_training_started_at": 1713701830.578935, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "78f35a9e", "sshs_model_hash": "5acd2bd9dbcc06bf0d37a3c7eb205b26daefe1b9bdef3ded913ccfe3a8aa2818" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/auroth-v1e250_th-0.87_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/auroth-v1e250_th-0.87_spn_lora0.50_spn_ckpt0.50_size4.0.json index 8021249d84d991225303f9095bd3ec5080d7f409..bd229c486fa735c1df874bab914f66e3458e9e5c 100644 --- a/ponyxl_loras_shrunk/auroth-v1e250_th-0.87_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/auroth-v1e250_th-0.87_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.02782006973308271 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_auroth_the_winter_wyvern": { "img_count": 75, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "75", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 75, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1073717280", - "ss_session_id": "333307874", - "ss_shuffle_caption": "True", - "ss_steps": "250", + "ss_seed": 1073717280, + "ss_session_id": 333307874, + "ss_shuffle_caption": true, + "ss_steps": 250, "ss_tag_frequency": { "1_auroth_the_winter_wyvern": { "3 claws": 2, @@ -842,14 +842,14 @@ "wyvern": 69 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712049342.6531782", - "ss_training_started_at": "1712036413.2624328", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712049342.6531782, + "ss_training_started_at": 1712036413.2624328, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "49ea3ffa", "sshs_model_hash": "9d21397c1e506ad45b2515302ffb55e8263980c1fd1f3a807b203bb81f8dd9bb" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/auroth-v1e250_th-1.12_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/auroth-v1e250_th-1.12_spn_lora0.50_spn_ckpt0.50_size8.0.json index 8021249d84d991225303f9095bd3ec5080d7f409..bd229c486fa735c1df874bab914f66e3458e9e5c 100644 --- a/ponyxl_loras_shrunk/auroth-v1e250_th-1.12_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/auroth-v1e250_th-1.12_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.02782006973308271 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_auroth_the_winter_wyvern": { "img_count": 75, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "75", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 75, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1073717280", - "ss_session_id": "333307874", - "ss_shuffle_caption": "True", - "ss_steps": "250", + "ss_seed": 1073717280, + "ss_session_id": 333307874, + "ss_shuffle_caption": true, + "ss_steps": 250, "ss_tag_frequency": { "1_auroth_the_winter_wyvern": { "3 claws": 2, @@ -842,14 +842,14 @@ "wyvern": 69 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712049342.6531782", - "ss_training_started_at": "1712036413.2624328", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712049342.6531782, + "ss_training_started_at": 1712036413.2624328, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "49ea3ffa", "sshs_model_hash": "9d21397c1e506ad45b2515302ffb55e8263980c1fd1f3a807b203bb81f8dd9bb" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/auroth-v1e250_th-1.24_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/auroth-v1e250_th-1.24_spn_lora0.50_spn_ckpt0.50_size12.0.json index 8021249d84d991225303f9095bd3ec5080d7f409..bd229c486fa735c1df874bab914f66e3458e9e5c 100644 --- a/ponyxl_loras_shrunk/auroth-v1e250_th-1.24_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/auroth-v1e250_th-1.24_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.02782006973308271 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_auroth_the_winter_wyvern": { "img_count": 75, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "75", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 75, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1073717280", - "ss_session_id": "333307874", - "ss_shuffle_caption": "True", - "ss_steps": "250", + "ss_seed": 1073717280, + "ss_session_id": 333307874, + "ss_shuffle_caption": true, + "ss_steps": 250, "ss_tag_frequency": { "1_auroth_the_winter_wyvern": { "3 claws": 2, @@ -842,14 +842,14 @@ "wyvern": 69 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712049342.6531782", - "ss_training_started_at": "1712036413.2624328", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712049342.6531782, + "ss_training_started_at": 1712036413.2624328, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "49ea3ffa", "sshs_model_hash": "9d21397c1e506ad45b2515302ffb55e8263980c1fd1f3a807b203bb81f8dd9bb" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/auroth-v1e250_th-1.46_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/auroth-v1e250_th-1.46_spn_lora0.50_spn_ckpt0.50_size24.0.json index 8021249d84d991225303f9095bd3ec5080d7f409..bd229c486fa735c1df874bab914f66e3458e9e5c 100644 --- a/ponyxl_loras_shrunk/auroth-v1e250_th-1.46_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/auroth-v1e250_th-1.46_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.02782006973308271 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_auroth_the_winter_wyvern": { "img_count": 75, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "75", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 75, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1073717280", - "ss_session_id": "333307874", - "ss_shuffle_caption": "True", - "ss_steps": "250", + "ss_seed": 1073717280, + "ss_session_id": 333307874, + "ss_shuffle_caption": true, + "ss_steps": 250, "ss_tag_frequency": { "1_auroth_the_winter_wyvern": { "3 claws": 2, @@ -842,14 +842,14 @@ "wyvern": 69 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712049342.6531782", - "ss_training_started_at": "1712036413.2624328", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712049342.6531782, + "ss_training_started_at": 1712036413.2624328, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "49ea3ffa", "sshs_model_hash": "9d21397c1e506ad45b2515302ffb55e8263980c1fd1f3a807b203bb81f8dd9bb" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/auroth-v1e250_th-1.58_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/auroth-v1e250_th-1.58_spn_lora0.50_spn_ckpt0.50_size32.0.json index 8021249d84d991225303f9095bd3ec5080d7f409..bd229c486fa735c1df874bab914f66e3458e9e5c 100644 --- a/ponyxl_loras_shrunk/auroth-v1e250_th-1.58_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/auroth-v1e250_th-1.58_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.02782006973308271 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_auroth_the_winter_wyvern": { "img_count": 75, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "75", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 75, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1073717280", - "ss_session_id": "333307874", - "ss_shuffle_caption": "True", - "ss_steps": "250", + "ss_seed": 1073717280, + "ss_session_id": 333307874, + "ss_shuffle_caption": true, + "ss_steps": 250, "ss_tag_frequency": { "1_auroth_the_winter_wyvern": { "3 claws": 2, @@ -842,14 +842,14 @@ "wyvern": 69 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712049342.6531782", - "ss_training_started_at": "1712036413.2624328", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712049342.6531782, + "ss_training_started_at": 1712036413.2624328, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "49ea3ffa", "sshs_model_hash": "9d21397c1e506ad45b2515302ffb55e8263980c1fd1f3a807b203bb81f8dd9bb" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/auroth-v1e250_th-1.66_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/auroth-v1e250_th-1.66_spn_ckpt1.00_size4.0.json index 8021249d84d991225303f9095bd3ec5080d7f409..bd229c486fa735c1df874bab914f66e3458e9e5c 100644 --- a/ponyxl_loras_shrunk/auroth-v1e250_th-1.66_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/auroth-v1e250_th-1.66_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.02782006973308271 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_auroth_the_winter_wyvern": { "img_count": 75, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "75", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 75, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1073717280", - "ss_session_id": "333307874", - "ss_shuffle_caption": "True", - "ss_steps": "250", + "ss_seed": 1073717280, + "ss_session_id": 333307874, + "ss_shuffle_caption": true, + "ss_steps": 250, "ss_tag_frequency": { "1_auroth_the_winter_wyvern": { "3 claws": 2, @@ -842,14 +842,14 @@ "wyvern": 69 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712049342.6531782", - "ss_training_started_at": "1712036413.2624328", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712049342.6531782, + "ss_training_started_at": 1712036413.2624328, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "49ea3ffa", "sshs_model_hash": "9d21397c1e506ad45b2515302ffb55e8263980c1fd1f3a807b203bb81f8dd9bb" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/auroth-v1e250_th-1.93_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/auroth-v1e250_th-1.93_spn_ckpt1.00_size8.0.json index 8021249d84d991225303f9095bd3ec5080d7f409..bd229c486fa735c1df874bab914f66e3458e9e5c 100644 --- a/ponyxl_loras_shrunk/auroth-v1e250_th-1.93_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/auroth-v1e250_th-1.93_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.02782006973308271 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_auroth_the_winter_wyvern": { "img_count": 75, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "75", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 75, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1073717280", - "ss_session_id": "333307874", - "ss_shuffle_caption": "True", - "ss_steps": "250", + "ss_seed": 1073717280, + "ss_session_id": 333307874, + "ss_shuffle_caption": true, + "ss_steps": 250, "ss_tag_frequency": { "1_auroth_the_winter_wyvern": { "3 claws": 2, @@ -842,14 +842,14 @@ "wyvern": 69 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712049342.6531782", - "ss_training_started_at": "1712036413.2624328", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712049342.6531782, + "ss_training_started_at": 1712036413.2624328, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "49ea3ffa", "sshs_model_hash": "9d21397c1e506ad45b2515302ffb55e8263980c1fd1f3a807b203bb81f8dd9bb" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/auroth-v1e250_th-2.05_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/auroth-v1e250_th-2.05_spn_ckpt1.00_size12.0.json index 8021249d84d991225303f9095bd3ec5080d7f409..bd229c486fa735c1df874bab914f66e3458e9e5c 100644 --- a/ponyxl_loras_shrunk/auroth-v1e250_th-2.05_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/auroth-v1e250_th-2.05_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.02782006973308271 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_auroth_the_winter_wyvern": { "img_count": 75, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "75", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 75, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1073717280", - "ss_session_id": "333307874", - "ss_shuffle_caption": "True", - "ss_steps": "250", + "ss_seed": 1073717280, + "ss_session_id": 333307874, + "ss_shuffle_caption": true, + "ss_steps": 250, "ss_tag_frequency": { "1_auroth_the_winter_wyvern": { "3 claws": 2, @@ -842,14 +842,14 @@ "wyvern": 69 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712049342.6531782", - "ss_training_started_at": "1712036413.2624328", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712049342.6531782, + "ss_training_started_at": 1712036413.2624328, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "49ea3ffa", "sshs_model_hash": "9d21397c1e506ad45b2515302ffb55e8263980c1fd1f3a807b203bb81f8dd9bb" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/auroth-v1e250_th-2.10_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/auroth-v1e250_th-2.10_spn_ckpt1.00_size14.0.json index 8021249d84d991225303f9095bd3ec5080d7f409..bd229c486fa735c1df874bab914f66e3458e9e5c 100644 --- a/ponyxl_loras_shrunk/auroth-v1e250_th-2.10_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/auroth-v1e250_th-2.10_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.02782006973308271 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_auroth_the_winter_wyvern": { "img_count": 75, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "75", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 75, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1073717280", - "ss_session_id": "333307874", - "ss_shuffle_caption": "True", - "ss_steps": "250", + "ss_seed": 1073717280, + "ss_session_id": 333307874, + "ss_shuffle_caption": true, + "ss_steps": 250, "ss_tag_frequency": { "1_auroth_the_winter_wyvern": { "3 claws": 2, @@ -842,14 +842,14 @@ "wyvern": 69 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712049342.6531782", - "ss_training_started_at": "1712036413.2624328", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712049342.6531782, + "ss_training_started_at": 1712036413.2624328, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "49ea3ffa", "sshs_model_hash": "9d21397c1e506ad45b2515302ffb55e8263980c1fd1f3a807b203bb81f8dd9bb" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/auroth-v1e250_th-2.15_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/auroth-v1e250_th-2.15_spn_ckpt1.00_size16.0.json index 8021249d84d991225303f9095bd3ec5080d7f409..bd229c486fa735c1df874bab914f66e3458e9e5c 100644 --- a/ponyxl_loras_shrunk/auroth-v1e250_th-2.15_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/auroth-v1e250_th-2.15_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.02782006973308271 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_auroth_the_winter_wyvern": { "img_count": 75, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "75", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 75, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1073717280", - "ss_session_id": "333307874", - "ss_shuffle_caption": "True", - "ss_steps": "250", + "ss_seed": 1073717280, + "ss_session_id": 333307874, + "ss_shuffle_caption": true, + "ss_steps": 250, "ss_tag_frequency": { "1_auroth_the_winter_wyvern": { "3 claws": 2, @@ -842,14 +842,14 @@ "wyvern": 69 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712049342.6531782", - "ss_training_started_at": "1712036413.2624328", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712049342.6531782, + "ss_training_started_at": 1712036413.2624328, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "49ea3ffa", "sshs_model_hash": "9d21397c1e506ad45b2515302ffb55e8263980c1fd1f3a807b203bb81f8dd9bb" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/auroth-v1e250_th-2.18_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/auroth-v1e250_th-2.18_spn_ckpt1.00_size18.0.json index 8021249d84d991225303f9095bd3ec5080d7f409..bd229c486fa735c1df874bab914f66e3458e9e5c 100644 --- a/ponyxl_loras_shrunk/auroth-v1e250_th-2.18_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/auroth-v1e250_th-2.18_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.02782006973308271 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_auroth_the_winter_wyvern": { "img_count": 75, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "75", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 75, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1073717280", - "ss_session_id": "333307874", - "ss_shuffle_caption": "True", - "ss_steps": "250", + "ss_seed": 1073717280, + "ss_session_id": 333307874, + "ss_shuffle_caption": true, + "ss_steps": 250, "ss_tag_frequency": { "1_auroth_the_winter_wyvern": { "3 claws": 2, @@ -842,14 +842,14 @@ "wyvern": 69 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712049342.6531782", - "ss_training_started_at": "1712036413.2624328", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712049342.6531782, + "ss_training_started_at": 1712036413.2624328, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "49ea3ffa", "sshs_model_hash": "9d21397c1e506ad45b2515302ffb55e8263980c1fd1f3a807b203bb81f8dd9bb" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/auroth-v1e250_th-2.22_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/auroth-v1e250_th-2.22_spn_ckpt1.00_size20.0.json index 8021249d84d991225303f9095bd3ec5080d7f409..bd229c486fa735c1df874bab914f66e3458e9e5c 100644 --- a/ponyxl_loras_shrunk/auroth-v1e250_th-2.22_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/auroth-v1e250_th-2.22_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.02782006973308271 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_auroth_the_winter_wyvern": { "img_count": 75, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "75", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 75, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1073717280", - "ss_session_id": "333307874", - "ss_shuffle_caption": "True", - "ss_steps": "250", + "ss_seed": 1073717280, + "ss_session_id": 333307874, + "ss_shuffle_caption": true, + "ss_steps": 250, "ss_tag_frequency": { "1_auroth_the_winter_wyvern": { "3 claws": 2, @@ -842,14 +842,14 @@ "wyvern": 69 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712049342.6531782", - "ss_training_started_at": "1712036413.2624328", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712049342.6531782, + "ss_training_started_at": 1712036413.2624328, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "49ea3ffa", "sshs_model_hash": "9d21397c1e506ad45b2515302ffb55e8263980c1fd1f3a807b203bb81f8dd9bb" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/auroth-v1e250_th-2.26_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/auroth-v1e250_th-2.26_spn_ckpt1.00_size22.0.json index 8021249d84d991225303f9095bd3ec5080d7f409..bd229c486fa735c1df874bab914f66e3458e9e5c 100644 --- a/ponyxl_loras_shrunk/auroth-v1e250_th-2.26_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/auroth-v1e250_th-2.26_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.02782006973308271 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_auroth_the_winter_wyvern": { "img_count": 75, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "75", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 75, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1073717280", - "ss_session_id": "333307874", - "ss_shuffle_caption": "True", - "ss_steps": "250", + "ss_seed": 1073717280, + "ss_session_id": 333307874, + "ss_shuffle_caption": true, + "ss_steps": 250, "ss_tag_frequency": { "1_auroth_the_winter_wyvern": { "3 claws": 2, @@ -842,14 +842,14 @@ "wyvern": 69 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712049342.6531782", - "ss_training_started_at": "1712036413.2624328", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712049342.6531782, + "ss_training_started_at": 1712036413.2624328, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "49ea3ffa", "sshs_model_hash": "9d21397c1e506ad45b2515302ffb55e8263980c1fd1f3a807b203bb81f8dd9bb" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/auroth-v1e250_th-2.29_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/auroth-v1e250_th-2.29_spn_ckpt1.00_size24.0.json index 8021249d84d991225303f9095bd3ec5080d7f409..bd229c486fa735c1df874bab914f66e3458e9e5c 100644 --- a/ponyxl_loras_shrunk/auroth-v1e250_th-2.29_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/auroth-v1e250_th-2.29_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.02782006973308271 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_auroth_the_winter_wyvern": { "img_count": 75, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "75", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 75, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1073717280", - "ss_session_id": "333307874", - "ss_shuffle_caption": "True", - "ss_steps": "250", + "ss_seed": 1073717280, + "ss_session_id": 333307874, + "ss_shuffle_caption": true, + "ss_steps": 250, "ss_tag_frequency": { "1_auroth_the_winter_wyvern": { "3 claws": 2, @@ -842,14 +842,14 @@ "wyvern": 69 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712049342.6531782", - "ss_training_started_at": "1712036413.2624328", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712049342.6531782, + "ss_training_started_at": 1712036413.2624328, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "49ea3ffa", "sshs_model_hash": "9d21397c1e506ad45b2515302ffb55e8263980c1fd1f3a807b203bb81f8dd9bb" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/auroth-v1e250_th-2.43_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/auroth-v1e250_th-2.43_spn_ckpt1.00_size32.0.json index 8021249d84d991225303f9095bd3ec5080d7f409..bd229c486fa735c1df874bab914f66e3458e9e5c 100644 --- a/ponyxl_loras_shrunk/auroth-v1e250_th-2.43_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/auroth-v1e250_th-2.43_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.02782006973308271 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_auroth_the_winter_wyvern": { "img_count": 75, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "75", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 75, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1073717280", - "ss_session_id": "333307874", - "ss_shuffle_caption": "True", - "ss_steps": "250", + "ss_seed": 1073717280, + "ss_session_id": 333307874, + "ss_shuffle_caption": true, + "ss_steps": 250, "ss_tag_frequency": { "1_auroth_the_winter_wyvern": { "3 claws": 2, @@ -842,14 +842,14 @@ "wyvern": 69 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712049342.6531782", - "ss_training_started_at": "1712036413.2624328", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712049342.6531782, + "ss_training_started_at": 1712036413.2624328, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "49ea3ffa", "sshs_model_hash": "9d21397c1e506ad45b2515302ffb55e8263980c1fd1f3a807b203bb81f8dd9bb" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/auroth-v1e250_th-2.60_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/auroth-v1e250_th-2.60_fro_ckpt1.00_size4.0.json index 8021249d84d991225303f9095bd3ec5080d7f409..bd229c486fa735c1df874bab914f66e3458e9e5c 100644 --- a/ponyxl_loras_shrunk/auroth-v1e250_th-2.60_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/auroth-v1e250_th-2.60_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.02782006973308271 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_auroth_the_winter_wyvern": { "img_count": 75, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "75", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 75, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1073717280", - "ss_session_id": "333307874", - "ss_shuffle_caption": "True", - "ss_steps": "250", + "ss_seed": 1073717280, + "ss_session_id": 333307874, + "ss_shuffle_caption": true, + "ss_steps": 250, "ss_tag_frequency": { "1_auroth_the_winter_wyvern": { "3 claws": 2, @@ -842,14 +842,14 @@ "wyvern": 69 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712049342.6531782", - "ss_training_started_at": "1712036413.2624328", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712049342.6531782, + "ss_training_started_at": 1712036413.2624328, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "49ea3ffa", "sshs_model_hash": "9d21397c1e506ad45b2515302ffb55e8263980c1fd1f3a807b203bb81f8dd9bb" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/auroth-v1e250_th-2.87_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/auroth-v1e250_th-2.87_fro_ckpt1.00_size8.0.json index 8021249d84d991225303f9095bd3ec5080d7f409..bd229c486fa735c1df874bab914f66e3458e9e5c 100644 --- a/ponyxl_loras_shrunk/auroth-v1e250_th-2.87_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/auroth-v1e250_th-2.87_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.02782006973308271 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_auroth_the_winter_wyvern": { "img_count": 75, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "75", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 75, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1073717280", - "ss_session_id": "333307874", - "ss_shuffle_caption": "True", - "ss_steps": "250", + "ss_seed": 1073717280, + "ss_session_id": 333307874, + "ss_shuffle_caption": true, + "ss_steps": 250, "ss_tag_frequency": { "1_auroth_the_winter_wyvern": { "3 claws": 2, @@ -842,14 +842,14 @@ "wyvern": 69 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712049342.6531782", - "ss_training_started_at": "1712036413.2624328", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712049342.6531782, + "ss_training_started_at": 1712036413.2624328, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "49ea3ffa", "sshs_model_hash": "9d21397c1e506ad45b2515302ffb55e8263980c1fd1f3a807b203bb81f8dd9bb" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/auroth-v1e250_th-3.01_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/auroth-v1e250_th-3.01_fro_ckpt1.00_size12.0.json index 8021249d84d991225303f9095bd3ec5080d7f409..bd229c486fa735c1df874bab914f66e3458e9e5c 100644 --- a/ponyxl_loras_shrunk/auroth-v1e250_th-3.01_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/auroth-v1e250_th-3.01_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.02782006973308271 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_auroth_the_winter_wyvern": { "img_count": 75, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "75", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 75, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1073717280", - "ss_session_id": "333307874", - "ss_shuffle_caption": "True", - "ss_steps": "250", + "ss_seed": 1073717280, + "ss_session_id": 333307874, + "ss_shuffle_caption": true, + "ss_steps": 250, "ss_tag_frequency": { "1_auroth_the_winter_wyvern": { "3 claws": 2, @@ -842,14 +842,14 @@ "wyvern": 69 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712049342.6531782", - "ss_training_started_at": "1712036413.2624328", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712049342.6531782, + "ss_training_started_at": 1712036413.2624328, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "49ea3ffa", "sshs_model_hash": "9d21397c1e506ad45b2515302ffb55e8263980c1fd1f3a807b203bb81f8dd9bb" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/auroth-v1e250_th-3.05_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/auroth-v1e250_th-3.05_fro_ckpt1.00_size14.0.json index 8021249d84d991225303f9095bd3ec5080d7f409..bd229c486fa735c1df874bab914f66e3458e9e5c 100644 --- a/ponyxl_loras_shrunk/auroth-v1e250_th-3.05_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/auroth-v1e250_th-3.05_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.02782006973308271 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_auroth_the_winter_wyvern": { "img_count": 75, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "75", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 75, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1073717280", - "ss_session_id": "333307874", - "ss_shuffle_caption": "True", - "ss_steps": "250", + "ss_seed": 1073717280, + "ss_session_id": 333307874, + "ss_shuffle_caption": true, + "ss_steps": 250, "ss_tag_frequency": { "1_auroth_the_winter_wyvern": { "3 claws": 2, @@ -842,14 +842,14 @@ "wyvern": 69 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712049342.6531782", - "ss_training_started_at": "1712036413.2624328", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712049342.6531782, + "ss_training_started_at": 1712036413.2624328, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "49ea3ffa", "sshs_model_hash": "9d21397c1e506ad45b2515302ffb55e8263980c1fd1f3a807b203bb81f8dd9bb" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/auroth-v1e250_th-3.09_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/auroth-v1e250_th-3.09_fro_ckpt1.00_size16.0.json index 8021249d84d991225303f9095bd3ec5080d7f409..bd229c486fa735c1df874bab914f66e3458e9e5c 100644 --- a/ponyxl_loras_shrunk/auroth-v1e250_th-3.09_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/auroth-v1e250_th-3.09_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.02782006973308271 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_auroth_the_winter_wyvern": { "img_count": 75, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "75", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 75, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1073717280", - "ss_session_id": "333307874", - "ss_shuffle_caption": "True", - "ss_steps": "250", + "ss_seed": 1073717280, + "ss_session_id": 333307874, + "ss_shuffle_caption": true, + "ss_steps": 250, "ss_tag_frequency": { "1_auroth_the_winter_wyvern": { "3 claws": 2, @@ -842,14 +842,14 @@ "wyvern": 69 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712049342.6531782", - "ss_training_started_at": "1712036413.2624328", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712049342.6531782, + "ss_training_started_at": 1712036413.2624328, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "49ea3ffa", "sshs_model_hash": "9d21397c1e506ad45b2515302ffb55e8263980c1fd1f3a807b203bb81f8dd9bb" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/auroth-v1e250_th-3.13_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/auroth-v1e250_th-3.13_fro_ckpt1.00_size18.0.json index 8021249d84d991225303f9095bd3ec5080d7f409..bd229c486fa735c1df874bab914f66e3458e9e5c 100644 --- a/ponyxl_loras_shrunk/auroth-v1e250_th-3.13_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/auroth-v1e250_th-3.13_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.02782006973308271 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_auroth_the_winter_wyvern": { "img_count": 75, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "75", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 75, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1073717280", - "ss_session_id": "333307874", - "ss_shuffle_caption": "True", - "ss_steps": "250", + "ss_seed": 1073717280, + "ss_session_id": 333307874, + "ss_shuffle_caption": true, + "ss_steps": 250, "ss_tag_frequency": { "1_auroth_the_winter_wyvern": { "3 claws": 2, @@ -842,14 +842,14 @@ "wyvern": 69 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712049342.6531782", - "ss_training_started_at": "1712036413.2624328", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712049342.6531782, + "ss_training_started_at": 1712036413.2624328, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "49ea3ffa", "sshs_model_hash": "9d21397c1e506ad45b2515302ffb55e8263980c1fd1f3a807b203bb81f8dd9bb" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/auroth-v1e250_th-3.16_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/auroth-v1e250_th-3.16_fro_ckpt1.00_size20.0.json index 8021249d84d991225303f9095bd3ec5080d7f409..bd229c486fa735c1df874bab914f66e3458e9e5c 100644 --- a/ponyxl_loras_shrunk/auroth-v1e250_th-3.16_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/auroth-v1e250_th-3.16_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.02782006973308271 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_auroth_the_winter_wyvern": { "img_count": 75, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "75", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 75, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1073717280", - "ss_session_id": "333307874", - "ss_shuffle_caption": "True", - "ss_steps": "250", + "ss_seed": 1073717280, + "ss_session_id": 333307874, + "ss_shuffle_caption": true, + "ss_steps": 250, "ss_tag_frequency": { "1_auroth_the_winter_wyvern": { "3 claws": 2, @@ -842,14 +842,14 @@ "wyvern": 69 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712049342.6531782", - "ss_training_started_at": "1712036413.2624328", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712049342.6531782, + "ss_training_started_at": 1712036413.2624328, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "49ea3ffa", "sshs_model_hash": "9d21397c1e506ad45b2515302ffb55e8263980c1fd1f3a807b203bb81f8dd9bb" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/auroth-v1e250_th-3.19_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/auroth-v1e250_th-3.19_fro_ckpt1.00_size22.0.json index 8021249d84d991225303f9095bd3ec5080d7f409..bd229c486fa735c1df874bab914f66e3458e9e5c 100644 --- a/ponyxl_loras_shrunk/auroth-v1e250_th-3.19_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/auroth-v1e250_th-3.19_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.02782006973308271 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_auroth_the_winter_wyvern": { "img_count": 75, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "75", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 75, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1073717280", - "ss_session_id": "333307874", - "ss_shuffle_caption": "True", - "ss_steps": "250", + "ss_seed": 1073717280, + "ss_session_id": 333307874, + "ss_shuffle_caption": true, + "ss_steps": 250, "ss_tag_frequency": { "1_auroth_the_winter_wyvern": { "3 claws": 2, @@ -842,14 +842,14 @@ "wyvern": 69 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712049342.6531782", - "ss_training_started_at": "1712036413.2624328", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712049342.6531782, + "ss_training_started_at": 1712036413.2624328, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "49ea3ffa", "sshs_model_hash": "9d21397c1e506ad45b2515302ffb55e8263980c1fd1f3a807b203bb81f8dd9bb" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/auroth-v1e250_th-3.22_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/auroth-v1e250_th-3.22_fro_ckpt1.00_size24.0.json index 8021249d84d991225303f9095bd3ec5080d7f409..bd229c486fa735c1df874bab914f66e3458e9e5c 100644 --- a/ponyxl_loras_shrunk/auroth-v1e250_th-3.22_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/auroth-v1e250_th-3.22_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.02782006973308271 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_auroth_the_winter_wyvern": { "img_count": 75, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "75", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 75, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1073717280", - "ss_session_id": "333307874", - "ss_shuffle_caption": "True", - "ss_steps": "250", + "ss_seed": 1073717280, + "ss_session_id": 333307874, + "ss_shuffle_caption": true, + "ss_steps": 250, "ss_tag_frequency": { "1_auroth_the_winter_wyvern": { "3 claws": 2, @@ -842,14 +842,14 @@ "wyvern": 69 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712049342.6531782", - "ss_training_started_at": "1712036413.2624328", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712049342.6531782, + "ss_training_started_at": 1712036413.2624328, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "49ea3ffa", "sshs_model_hash": "9d21397c1e506ad45b2515302ffb55e8263980c1fd1f3a807b203bb81f8dd9bb" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/auroth-v1e250_th-3.33_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/auroth-v1e250_th-3.33_fro_ckpt1.00_size32.0.json index 8021249d84d991225303f9095bd3ec5080d7f409..bd229c486fa735c1df874bab914f66e3458e9e5c 100644 --- a/ponyxl_loras_shrunk/auroth-v1e250_th-3.33_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/auroth-v1e250_th-3.33_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.02782006973308271 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_auroth_the_winter_wyvern": { "img_count": 75, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "75", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 75, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1073717280", - "ss_session_id": "333307874", - "ss_shuffle_caption": "True", - "ss_steps": "250", + "ss_seed": 1073717280, + "ss_session_id": 333307874, + "ss_shuffle_caption": true, + "ss_steps": 250, "ss_tag_frequency": { "1_auroth_the_winter_wyvern": { "3 claws": 2, @@ -842,14 +842,14 @@ "wyvern": 69 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712049342.6531782", - "ss_training_started_at": "1712036413.2624328", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712049342.6531782, + "ss_training_started_at": 1712036413.2624328, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "49ea3ffa", "sshs_model_hash": "9d21397c1e506ad45b2515302ffb55e8263980c1fd1f3a807b203bb81f8dd9bb" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/bdsm-v1e400_th-0.92_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/bdsm-v1e400_th-0.92_spn_lora0.50_spn_ckpt0.50_size4.0.json index a7cbfc08da71bf1d586dd167a717f68f0e1c8ce6..d3291e426083fdfd48b0eeca2a9b9d2d777af731 100644 --- a/ponyxl_loras_shrunk/bdsm-v1e400_th-0.92_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/bdsm-v1e400_th-0.92_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "bdsm", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,47 +77,47 @@ }, "mean_img_ar_error": 0.03351486280732899 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_bdsm": { "img_count": 52, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -133,30 +133,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "52", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 52, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "bdsm", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2910000596", - "ss_session_id": "3985618884", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2910000596, + "ss_session_id": 3985618884, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_bdsm": { "2 toes": 1, @@ -1857,14 +1857,14 @@ "zipper underwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713811610.1132371", - "ss_training_started_at": "1713799444.7446575", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713811610.1132371, + "ss_training_started_at": 1713799444.7446575, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "cf9eb440", "sshs_model_hash": "be6f46946d19f862b9ec16b431214aa64f462c97bcffa5da49ce452131fc25aa" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/bdsm-v1e400_th-1.19_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/bdsm-v1e400_th-1.19_spn_lora0.50_spn_ckpt0.50_size8.0.json index a7cbfc08da71bf1d586dd167a717f68f0e1c8ce6..d3291e426083fdfd48b0eeca2a9b9d2d777af731 100644 --- a/ponyxl_loras_shrunk/bdsm-v1e400_th-1.19_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/bdsm-v1e400_th-1.19_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "bdsm", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,47 +77,47 @@ }, "mean_img_ar_error": 0.03351486280732899 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_bdsm": { "img_count": 52, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -133,30 +133,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "52", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 52, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "bdsm", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2910000596", - "ss_session_id": "3985618884", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2910000596, + "ss_session_id": 3985618884, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_bdsm": { "2 toes": 1, @@ -1857,14 +1857,14 @@ "zipper underwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713811610.1132371", - "ss_training_started_at": "1713799444.7446575", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713811610.1132371, + "ss_training_started_at": 1713799444.7446575, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "cf9eb440", "sshs_model_hash": "be6f46946d19f862b9ec16b431214aa64f462c97bcffa5da49ce452131fc25aa" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/bdsm-v1e400_th-1.29_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/bdsm-v1e400_th-1.29_spn_lora0.50_spn_ckpt0.50_size12.0.json index a7cbfc08da71bf1d586dd167a717f68f0e1c8ce6..d3291e426083fdfd48b0eeca2a9b9d2d777af731 100644 --- a/ponyxl_loras_shrunk/bdsm-v1e400_th-1.29_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/bdsm-v1e400_th-1.29_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "bdsm", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,47 +77,47 @@ }, "mean_img_ar_error": 0.03351486280732899 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_bdsm": { "img_count": 52, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -133,30 +133,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "52", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 52, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "bdsm", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2910000596", - "ss_session_id": "3985618884", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2910000596, + "ss_session_id": 3985618884, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_bdsm": { "2 toes": 1, @@ -1857,14 +1857,14 @@ "zipper underwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713811610.1132371", - "ss_training_started_at": "1713799444.7446575", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713811610.1132371, + "ss_training_started_at": 1713799444.7446575, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "cf9eb440", "sshs_model_hash": "be6f46946d19f862b9ec16b431214aa64f462c97bcffa5da49ce452131fc25aa" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/bdsm-v1e400_th-1.46_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/bdsm-v1e400_th-1.46_spn_lora0.50_spn_ckpt0.50_size24.0.json index a7cbfc08da71bf1d586dd167a717f68f0e1c8ce6..d3291e426083fdfd48b0eeca2a9b9d2d777af731 100644 --- a/ponyxl_loras_shrunk/bdsm-v1e400_th-1.46_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/bdsm-v1e400_th-1.46_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "bdsm", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,47 +77,47 @@ }, "mean_img_ar_error": 0.03351486280732899 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_bdsm": { "img_count": 52, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -133,30 +133,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "52", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 52, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "bdsm", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2910000596", - "ss_session_id": "3985618884", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2910000596, + "ss_session_id": 3985618884, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_bdsm": { "2 toes": 1, @@ -1857,14 +1857,14 @@ "zipper underwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713811610.1132371", - "ss_training_started_at": "1713799444.7446575", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713811610.1132371, + "ss_training_started_at": 1713799444.7446575, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "cf9eb440", "sshs_model_hash": "be6f46946d19f862b9ec16b431214aa64f462c97bcffa5da49ce452131fc25aa" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/bdsm-v1e400_th-1.56_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/bdsm-v1e400_th-1.56_spn_lora0.50_spn_ckpt0.50_size32.0.json index a7cbfc08da71bf1d586dd167a717f68f0e1c8ce6..d3291e426083fdfd48b0eeca2a9b9d2d777af731 100644 --- a/ponyxl_loras_shrunk/bdsm-v1e400_th-1.56_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/bdsm-v1e400_th-1.56_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "bdsm", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,47 +77,47 @@ }, "mean_img_ar_error": 0.03351486280732899 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_bdsm": { "img_count": 52, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -133,30 +133,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "52", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 52, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "bdsm", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2910000596", - "ss_session_id": "3985618884", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2910000596, + "ss_session_id": 3985618884, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_bdsm": { "2 toes": 1, @@ -1857,14 +1857,14 @@ "zipper underwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713811610.1132371", - "ss_training_started_at": "1713799444.7446575", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713811610.1132371, + "ss_training_started_at": 1713799444.7446575, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "cf9eb440", "sshs_model_hash": "be6f46946d19f862b9ec16b431214aa64f462c97bcffa5da49ce452131fc25aa" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/bdsm-v1e400_th-1.79_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/bdsm-v1e400_th-1.79_spn_ckpt1.00_size4.0.json index a7cbfc08da71bf1d586dd167a717f68f0e1c8ce6..d3291e426083fdfd48b0eeca2a9b9d2d777af731 100644 --- a/ponyxl_loras_shrunk/bdsm-v1e400_th-1.79_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/bdsm-v1e400_th-1.79_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "bdsm", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,47 +77,47 @@ }, "mean_img_ar_error": 0.03351486280732899 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_bdsm": { "img_count": 52, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -133,30 +133,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "52", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 52, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "bdsm", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2910000596", - "ss_session_id": "3985618884", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2910000596, + "ss_session_id": 3985618884, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_bdsm": { "2 toes": 1, @@ -1857,14 +1857,14 @@ "zipper underwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713811610.1132371", - "ss_training_started_at": "1713799444.7446575", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713811610.1132371, + "ss_training_started_at": 1713799444.7446575, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "cf9eb440", "sshs_model_hash": "be6f46946d19f862b9ec16b431214aa64f462c97bcffa5da49ce452131fc25aa" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/bdsm-v1e400_th-2.03_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/bdsm-v1e400_th-2.03_spn_ckpt1.00_size8.0.json index a7cbfc08da71bf1d586dd167a717f68f0e1c8ce6..d3291e426083fdfd48b0eeca2a9b9d2d777af731 100644 --- a/ponyxl_loras_shrunk/bdsm-v1e400_th-2.03_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/bdsm-v1e400_th-2.03_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "bdsm", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,47 +77,47 @@ }, "mean_img_ar_error": 0.03351486280732899 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_bdsm": { "img_count": 52, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -133,30 +133,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "52", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 52, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "bdsm", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2910000596", - "ss_session_id": "3985618884", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2910000596, + "ss_session_id": 3985618884, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_bdsm": { "2 toes": 1, @@ -1857,14 +1857,14 @@ "zipper underwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713811610.1132371", - "ss_training_started_at": "1713799444.7446575", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713811610.1132371, + "ss_training_started_at": 1713799444.7446575, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "cf9eb440", "sshs_model_hash": "be6f46946d19f862b9ec16b431214aa64f462c97bcffa5da49ce452131fc25aa" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/bdsm-v1e400_th-2.15_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/bdsm-v1e400_th-2.15_spn_ckpt1.00_size12.0.json index a7cbfc08da71bf1d586dd167a717f68f0e1c8ce6..d3291e426083fdfd48b0eeca2a9b9d2d777af731 100644 --- a/ponyxl_loras_shrunk/bdsm-v1e400_th-2.15_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/bdsm-v1e400_th-2.15_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "bdsm", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,47 +77,47 @@ }, "mean_img_ar_error": 0.03351486280732899 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_bdsm": { "img_count": 52, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -133,30 +133,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "52", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 52, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "bdsm", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2910000596", - "ss_session_id": "3985618884", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2910000596, + "ss_session_id": 3985618884, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_bdsm": { "2 toes": 1, @@ -1857,14 +1857,14 @@ "zipper underwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713811610.1132371", - "ss_training_started_at": "1713799444.7446575", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713811610.1132371, + "ss_training_started_at": 1713799444.7446575, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "cf9eb440", "sshs_model_hash": "be6f46946d19f862b9ec16b431214aa64f462c97bcffa5da49ce452131fc25aa" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/bdsm-v1e400_th-2.19_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/bdsm-v1e400_th-2.19_spn_ckpt1.00_size14.0.json index a7cbfc08da71bf1d586dd167a717f68f0e1c8ce6..d3291e426083fdfd48b0eeca2a9b9d2d777af731 100644 --- a/ponyxl_loras_shrunk/bdsm-v1e400_th-2.19_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/bdsm-v1e400_th-2.19_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "bdsm", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,47 +77,47 @@ }, "mean_img_ar_error": 0.03351486280732899 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_bdsm": { "img_count": 52, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -133,30 +133,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "52", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 52, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "bdsm", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2910000596", - "ss_session_id": "3985618884", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2910000596, + "ss_session_id": 3985618884, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_bdsm": { "2 toes": 1, @@ -1857,14 +1857,14 @@ "zipper underwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713811610.1132371", - "ss_training_started_at": "1713799444.7446575", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713811610.1132371, + "ss_training_started_at": 1713799444.7446575, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "cf9eb440", "sshs_model_hash": "be6f46946d19f862b9ec16b431214aa64f462c97bcffa5da49ce452131fc25aa" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/bdsm-v1e400_th-2.23_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/bdsm-v1e400_th-2.23_spn_ckpt1.00_size16.0.json index a7cbfc08da71bf1d586dd167a717f68f0e1c8ce6..d3291e426083fdfd48b0eeca2a9b9d2d777af731 100644 --- a/ponyxl_loras_shrunk/bdsm-v1e400_th-2.23_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/bdsm-v1e400_th-2.23_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "bdsm", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,47 +77,47 @@ }, "mean_img_ar_error": 0.03351486280732899 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_bdsm": { "img_count": 52, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -133,30 +133,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "52", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 52, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "bdsm", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2910000596", - "ss_session_id": "3985618884", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2910000596, + "ss_session_id": 3985618884, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_bdsm": { "2 toes": 1, @@ -1857,14 +1857,14 @@ "zipper underwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713811610.1132371", - "ss_training_started_at": "1713799444.7446575", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713811610.1132371, + "ss_training_started_at": 1713799444.7446575, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "cf9eb440", "sshs_model_hash": "be6f46946d19f862b9ec16b431214aa64f462c97bcffa5da49ce452131fc25aa" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/bdsm-v1e400_th-2.26_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/bdsm-v1e400_th-2.26_spn_ckpt1.00_size18.0.json index a7cbfc08da71bf1d586dd167a717f68f0e1c8ce6..d3291e426083fdfd48b0eeca2a9b9d2d777af731 100644 --- a/ponyxl_loras_shrunk/bdsm-v1e400_th-2.26_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/bdsm-v1e400_th-2.26_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "bdsm", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,47 +77,47 @@ }, "mean_img_ar_error": 0.03351486280732899 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_bdsm": { "img_count": 52, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -133,30 +133,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "52", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 52, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "bdsm", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2910000596", - "ss_session_id": "3985618884", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2910000596, + "ss_session_id": 3985618884, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_bdsm": { "2 toes": 1, @@ -1857,14 +1857,14 @@ "zipper underwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713811610.1132371", - "ss_training_started_at": "1713799444.7446575", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713811610.1132371, + "ss_training_started_at": 1713799444.7446575, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "cf9eb440", "sshs_model_hash": "be6f46946d19f862b9ec16b431214aa64f462c97bcffa5da49ce452131fc25aa" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/bdsm-v1e400_th-2.30_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/bdsm-v1e400_th-2.30_spn_ckpt1.00_size20.0.json index a7cbfc08da71bf1d586dd167a717f68f0e1c8ce6..d3291e426083fdfd48b0eeca2a9b9d2d777af731 100644 --- a/ponyxl_loras_shrunk/bdsm-v1e400_th-2.30_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/bdsm-v1e400_th-2.30_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "bdsm", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,47 +77,47 @@ }, "mean_img_ar_error": 0.03351486280732899 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_bdsm": { "img_count": 52, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -133,30 +133,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "52", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 52, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "bdsm", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2910000596", - "ss_session_id": "3985618884", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2910000596, + "ss_session_id": 3985618884, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_bdsm": { "2 toes": 1, @@ -1857,14 +1857,14 @@ "zipper underwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713811610.1132371", - "ss_training_started_at": "1713799444.7446575", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713811610.1132371, + "ss_training_started_at": 1713799444.7446575, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "cf9eb440", "sshs_model_hash": "be6f46946d19f862b9ec16b431214aa64f462c97bcffa5da49ce452131fc25aa" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/bdsm-v1e400_th-2.33_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/bdsm-v1e400_th-2.33_spn_ckpt1.00_size22.0.json index a7cbfc08da71bf1d586dd167a717f68f0e1c8ce6..d3291e426083fdfd48b0eeca2a9b9d2d777af731 100644 --- a/ponyxl_loras_shrunk/bdsm-v1e400_th-2.33_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/bdsm-v1e400_th-2.33_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "bdsm", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,47 +77,47 @@ }, "mean_img_ar_error": 0.03351486280732899 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_bdsm": { "img_count": 52, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -133,30 +133,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "52", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 52, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "bdsm", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2910000596", - "ss_session_id": "3985618884", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2910000596, + "ss_session_id": 3985618884, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_bdsm": { "2 toes": 1, @@ -1857,14 +1857,14 @@ "zipper underwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713811610.1132371", - "ss_training_started_at": "1713799444.7446575", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713811610.1132371, + "ss_training_started_at": 1713799444.7446575, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "cf9eb440", "sshs_model_hash": "be6f46946d19f862b9ec16b431214aa64f462c97bcffa5da49ce452131fc25aa" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/bdsm-v1e400_th-2.36_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/bdsm-v1e400_th-2.36_spn_ckpt1.00_size24.0.json index a7cbfc08da71bf1d586dd167a717f68f0e1c8ce6..d3291e426083fdfd48b0eeca2a9b9d2d777af731 100644 --- a/ponyxl_loras_shrunk/bdsm-v1e400_th-2.36_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/bdsm-v1e400_th-2.36_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "bdsm", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,47 +77,47 @@ }, "mean_img_ar_error": 0.03351486280732899 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_bdsm": { "img_count": 52, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -133,30 +133,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "52", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 52, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "bdsm", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2910000596", - "ss_session_id": "3985618884", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2910000596, + "ss_session_id": 3985618884, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_bdsm": { "2 toes": 1, @@ -1857,14 +1857,14 @@ "zipper underwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713811610.1132371", - "ss_training_started_at": "1713799444.7446575", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713811610.1132371, + "ss_training_started_at": 1713799444.7446575, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "cf9eb440", "sshs_model_hash": "be6f46946d19f862b9ec16b431214aa64f462c97bcffa5da49ce452131fc25aa" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/bdsm-v1e400_th-2.50_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/bdsm-v1e400_th-2.50_spn_ckpt1.00_size32.0.json index a7cbfc08da71bf1d586dd167a717f68f0e1c8ce6..d3291e426083fdfd48b0eeca2a9b9d2d777af731 100644 --- a/ponyxl_loras_shrunk/bdsm-v1e400_th-2.50_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/bdsm-v1e400_th-2.50_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "bdsm", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,47 +77,47 @@ }, "mean_img_ar_error": 0.03351486280732899 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_bdsm": { "img_count": 52, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -133,30 +133,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "52", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 52, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "bdsm", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2910000596", - "ss_session_id": "3985618884", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2910000596, + "ss_session_id": 3985618884, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_bdsm": { "2 toes": 1, @@ -1857,14 +1857,14 @@ "zipper underwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713811610.1132371", - "ss_training_started_at": "1713799444.7446575", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713811610.1132371, + "ss_training_started_at": 1713799444.7446575, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "cf9eb440", "sshs_model_hash": "be6f46946d19f862b9ec16b431214aa64f462c97bcffa5da49ce452131fc25aa" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/bdsm-v1e400_th-2.74_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/bdsm-v1e400_th-2.74_fro_ckpt1.00_size4.0.json index a7cbfc08da71bf1d586dd167a717f68f0e1c8ce6..d3291e426083fdfd48b0eeca2a9b9d2d777af731 100644 --- a/ponyxl_loras_shrunk/bdsm-v1e400_th-2.74_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/bdsm-v1e400_th-2.74_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "bdsm", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,47 +77,47 @@ }, "mean_img_ar_error": 0.03351486280732899 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_bdsm": { "img_count": 52, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -133,30 +133,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "52", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 52, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "bdsm", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2910000596", - "ss_session_id": "3985618884", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2910000596, + "ss_session_id": 3985618884, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_bdsm": { "2 toes": 1, @@ -1857,14 +1857,14 @@ "zipper underwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713811610.1132371", - "ss_training_started_at": "1713799444.7446575", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713811610.1132371, + "ss_training_started_at": 1713799444.7446575, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "cf9eb440", "sshs_model_hash": "be6f46946d19f862b9ec16b431214aa64f462c97bcffa5da49ce452131fc25aa" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/bdsm-v1e400_th-2.98_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/bdsm-v1e400_th-2.98_fro_ckpt1.00_size8.0.json index a7cbfc08da71bf1d586dd167a717f68f0e1c8ce6..d3291e426083fdfd48b0eeca2a9b9d2d777af731 100644 --- a/ponyxl_loras_shrunk/bdsm-v1e400_th-2.98_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/bdsm-v1e400_th-2.98_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "bdsm", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,47 +77,47 @@ }, "mean_img_ar_error": 0.03351486280732899 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_bdsm": { "img_count": 52, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -133,30 +133,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "52", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 52, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "bdsm", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2910000596", - "ss_session_id": "3985618884", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2910000596, + "ss_session_id": 3985618884, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_bdsm": { "2 toes": 1, @@ -1857,14 +1857,14 @@ "zipper underwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713811610.1132371", - "ss_training_started_at": "1713799444.7446575", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713811610.1132371, + "ss_training_started_at": 1713799444.7446575, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "cf9eb440", "sshs_model_hash": "be6f46946d19f862b9ec16b431214aa64f462c97bcffa5da49ce452131fc25aa" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/bdsm-v1e400_th-3.11_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/bdsm-v1e400_th-3.11_fro_ckpt1.00_size12.0.json index a7cbfc08da71bf1d586dd167a717f68f0e1c8ce6..d3291e426083fdfd48b0eeca2a9b9d2d777af731 100644 --- a/ponyxl_loras_shrunk/bdsm-v1e400_th-3.11_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/bdsm-v1e400_th-3.11_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "bdsm", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,47 +77,47 @@ }, "mean_img_ar_error": 0.03351486280732899 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_bdsm": { "img_count": 52, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -133,30 +133,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "52", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 52, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "bdsm", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2910000596", - "ss_session_id": "3985618884", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2910000596, + "ss_session_id": 3985618884, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_bdsm": { "2 toes": 1, @@ -1857,14 +1857,14 @@ "zipper underwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713811610.1132371", - "ss_training_started_at": "1713799444.7446575", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713811610.1132371, + "ss_training_started_at": 1713799444.7446575, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "cf9eb440", "sshs_model_hash": "be6f46946d19f862b9ec16b431214aa64f462c97bcffa5da49ce452131fc25aa" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/bdsm-v1e400_th-3.14_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/bdsm-v1e400_th-3.14_fro_ckpt1.00_size14.0.json index a7cbfc08da71bf1d586dd167a717f68f0e1c8ce6..d3291e426083fdfd48b0eeca2a9b9d2d777af731 100644 --- a/ponyxl_loras_shrunk/bdsm-v1e400_th-3.14_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/bdsm-v1e400_th-3.14_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "bdsm", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,47 +77,47 @@ }, "mean_img_ar_error": 0.03351486280732899 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_bdsm": { "img_count": 52, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -133,30 +133,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "52", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 52, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "bdsm", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2910000596", - "ss_session_id": "3985618884", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2910000596, + "ss_session_id": 3985618884, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_bdsm": { "2 toes": 1, @@ -1857,14 +1857,14 @@ "zipper underwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713811610.1132371", - "ss_training_started_at": "1713799444.7446575", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713811610.1132371, + "ss_training_started_at": 1713799444.7446575, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "cf9eb440", "sshs_model_hash": "be6f46946d19f862b9ec16b431214aa64f462c97bcffa5da49ce452131fc25aa" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/bdsm-v1e400_th-3.18_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/bdsm-v1e400_th-3.18_fro_ckpt1.00_size16.0.json index a7cbfc08da71bf1d586dd167a717f68f0e1c8ce6..d3291e426083fdfd48b0eeca2a9b9d2d777af731 100644 --- a/ponyxl_loras_shrunk/bdsm-v1e400_th-3.18_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/bdsm-v1e400_th-3.18_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "bdsm", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,47 +77,47 @@ }, "mean_img_ar_error": 0.03351486280732899 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_bdsm": { "img_count": 52, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -133,30 +133,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "52", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 52, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "bdsm", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2910000596", - "ss_session_id": "3985618884", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2910000596, + "ss_session_id": 3985618884, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_bdsm": { "2 toes": 1, @@ -1857,14 +1857,14 @@ "zipper underwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713811610.1132371", - "ss_training_started_at": "1713799444.7446575", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713811610.1132371, + "ss_training_started_at": 1713799444.7446575, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "cf9eb440", "sshs_model_hash": "be6f46946d19f862b9ec16b431214aa64f462c97bcffa5da49ce452131fc25aa" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/bdsm-v1e400_th-3.21_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/bdsm-v1e400_th-3.21_fro_ckpt1.00_size18.0.json index a7cbfc08da71bf1d586dd167a717f68f0e1c8ce6..d3291e426083fdfd48b0eeca2a9b9d2d777af731 100644 --- a/ponyxl_loras_shrunk/bdsm-v1e400_th-3.21_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/bdsm-v1e400_th-3.21_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "bdsm", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,47 +77,47 @@ }, "mean_img_ar_error": 0.03351486280732899 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_bdsm": { "img_count": 52, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -133,30 +133,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "52", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 52, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "bdsm", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2910000596", - "ss_session_id": "3985618884", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2910000596, + "ss_session_id": 3985618884, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_bdsm": { "2 toes": 1, @@ -1857,14 +1857,14 @@ "zipper underwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713811610.1132371", - "ss_training_started_at": "1713799444.7446575", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713811610.1132371, + "ss_training_started_at": 1713799444.7446575, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "cf9eb440", "sshs_model_hash": "be6f46946d19f862b9ec16b431214aa64f462c97bcffa5da49ce452131fc25aa" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/bdsm-v1e400_th-3.24_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/bdsm-v1e400_th-3.24_fro_ckpt1.00_size20.0.json index a7cbfc08da71bf1d586dd167a717f68f0e1c8ce6..d3291e426083fdfd48b0eeca2a9b9d2d777af731 100644 --- a/ponyxl_loras_shrunk/bdsm-v1e400_th-3.24_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/bdsm-v1e400_th-3.24_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "bdsm", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,47 +77,47 @@ }, "mean_img_ar_error": 0.03351486280732899 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_bdsm": { "img_count": 52, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -133,30 +133,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "52", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 52, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "bdsm", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2910000596", - "ss_session_id": "3985618884", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2910000596, + "ss_session_id": 3985618884, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_bdsm": { "2 toes": 1, @@ -1857,14 +1857,14 @@ "zipper underwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713811610.1132371", - "ss_training_started_at": "1713799444.7446575", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713811610.1132371, + "ss_training_started_at": 1713799444.7446575, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "cf9eb440", "sshs_model_hash": "be6f46946d19f862b9ec16b431214aa64f462c97bcffa5da49ce452131fc25aa" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/bdsm-v1e400_th-3.26_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/bdsm-v1e400_th-3.26_fro_ckpt1.00_size22.0.json index a7cbfc08da71bf1d586dd167a717f68f0e1c8ce6..d3291e426083fdfd48b0eeca2a9b9d2d777af731 100644 --- a/ponyxl_loras_shrunk/bdsm-v1e400_th-3.26_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/bdsm-v1e400_th-3.26_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "bdsm", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,47 +77,47 @@ }, "mean_img_ar_error": 0.03351486280732899 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_bdsm": { "img_count": 52, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -133,30 +133,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "52", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 52, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "bdsm", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2910000596", - "ss_session_id": "3985618884", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2910000596, + "ss_session_id": 3985618884, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_bdsm": { "2 toes": 1, @@ -1857,14 +1857,14 @@ "zipper underwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713811610.1132371", - "ss_training_started_at": "1713799444.7446575", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713811610.1132371, + "ss_training_started_at": 1713799444.7446575, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "cf9eb440", "sshs_model_hash": "be6f46946d19f862b9ec16b431214aa64f462c97bcffa5da49ce452131fc25aa" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/bdsm-v1e400_th-3.29_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/bdsm-v1e400_th-3.29_fro_ckpt1.00_size24.0.json index a7cbfc08da71bf1d586dd167a717f68f0e1c8ce6..d3291e426083fdfd48b0eeca2a9b9d2d777af731 100644 --- a/ponyxl_loras_shrunk/bdsm-v1e400_th-3.29_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/bdsm-v1e400_th-3.29_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "bdsm", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,47 +77,47 @@ }, "mean_img_ar_error": 0.03351486280732899 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_bdsm": { "img_count": 52, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -133,30 +133,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "52", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 52, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "bdsm", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2910000596", - "ss_session_id": "3985618884", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2910000596, + "ss_session_id": 3985618884, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_bdsm": { "2 toes": 1, @@ -1857,14 +1857,14 @@ "zipper underwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713811610.1132371", - "ss_training_started_at": "1713799444.7446575", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713811610.1132371, + "ss_training_started_at": 1713799444.7446575, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "cf9eb440", "sshs_model_hash": "be6f46946d19f862b9ec16b431214aa64f462c97bcffa5da49ce452131fc25aa" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/bdsm-v1e400_th-3.39_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/bdsm-v1e400_th-3.39_fro_ckpt1.00_size32.0.json index a7cbfc08da71bf1d586dd167a717f68f0e1c8ce6..d3291e426083fdfd48b0eeca2a9b9d2d777af731 100644 --- a/ponyxl_loras_shrunk/bdsm-v1e400_th-3.39_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/bdsm-v1e400_th-3.39_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "bdsm", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,47 +77,47 @@ }, "mean_img_ar_error": 0.03351486280732899 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_bdsm": { "img_count": 52, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -133,30 +133,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "52", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 52, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "bdsm", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2910000596", - "ss_session_id": "3985618884", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2910000596, + "ss_session_id": 3985618884, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_bdsm": { "2 toes": 1, @@ -1857,14 +1857,14 @@ "zipper underwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713811610.1132371", - "ss_training_started_at": "1713799444.7446575", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713811610.1132371, + "ss_training_started_at": 1713799444.7446575, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "cf9eb440", "sshs_model_hash": "be6f46946d19f862b9ec16b431214aa64f462c97bcffa5da49ce452131fc25aa" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blaidd-v1e400_th-0.88_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/blaidd-v1e400_th-0.88_spn_lora0.50_spn_ckpt0.50_size4.0.json index b984d7beb957b5f62eb1db42331b9facd3a5d048..a7244198c278b6e47a1bc3464dfb66f0b1297fd0 100644 --- a/ponyxl_loras_shrunk/blaidd-v1e400_th-0.88_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/blaidd-v1e400_th-0.88_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.00775189650681137 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blaidd": { "img_count": 46, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "11", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "46", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 11, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 46, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "118863153", - "ss_session_id": "3101775082", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 118863153, + "ss_session_id": 3101775082, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_blaidd": { "1 1": 1, @@ -733,14 +733,14 @@ "yoke \\(restraint\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707947164.8670137", - "ss_training_started_at": "1707927502.316663", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707947164.8670137, + "ss_training_started_at": 1707927502.316663, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "22eabac2", "sshs_model_hash": "41675ec76806cc85eaa487612f49e288123ff9bcd3412f2128c8592cfa12e557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blaidd-v1e400_th-1.09_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/blaidd-v1e400_th-1.09_spn_lora0.50_spn_ckpt0.50_size8.0.json index b984d7beb957b5f62eb1db42331b9facd3a5d048..a7244198c278b6e47a1bc3464dfb66f0b1297fd0 100644 --- a/ponyxl_loras_shrunk/blaidd-v1e400_th-1.09_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/blaidd-v1e400_th-1.09_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.00775189650681137 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blaidd": { "img_count": 46, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "11", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "46", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 11, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 46, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "118863153", - "ss_session_id": "3101775082", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 118863153, + "ss_session_id": 3101775082, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_blaidd": { "1 1": 1, @@ -733,14 +733,14 @@ "yoke \\(restraint\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707947164.8670137", - "ss_training_started_at": "1707927502.316663", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707947164.8670137, + "ss_training_started_at": 1707927502.316663, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "22eabac2", "sshs_model_hash": "41675ec76806cc85eaa487612f49e288123ff9bcd3412f2128c8592cfa12e557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blaidd-v1e400_th-1.19_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/blaidd-v1e400_th-1.19_spn_lora0.50_spn_ckpt0.50_size12.0.json index b984d7beb957b5f62eb1db42331b9facd3a5d048..a7244198c278b6e47a1bc3464dfb66f0b1297fd0 100644 --- a/ponyxl_loras_shrunk/blaidd-v1e400_th-1.19_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/blaidd-v1e400_th-1.19_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.00775189650681137 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blaidd": { "img_count": 46, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "11", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "46", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 11, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 46, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "118863153", - "ss_session_id": "3101775082", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 118863153, + "ss_session_id": 3101775082, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_blaidd": { "1 1": 1, @@ -733,14 +733,14 @@ "yoke \\(restraint\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707947164.8670137", - "ss_training_started_at": "1707927502.316663", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707947164.8670137, + "ss_training_started_at": 1707927502.316663, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "22eabac2", "sshs_model_hash": "41675ec76806cc85eaa487612f49e288123ff9bcd3412f2128c8592cfa12e557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blaidd-v1e400_th-1.37_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/blaidd-v1e400_th-1.37_spn_lora0.50_spn_ckpt0.50_size24.0.json index b984d7beb957b5f62eb1db42331b9facd3a5d048..a7244198c278b6e47a1bc3464dfb66f0b1297fd0 100644 --- a/ponyxl_loras_shrunk/blaidd-v1e400_th-1.37_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/blaidd-v1e400_th-1.37_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.00775189650681137 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blaidd": { "img_count": 46, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "11", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "46", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 11, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 46, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "118863153", - "ss_session_id": "3101775082", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 118863153, + "ss_session_id": 3101775082, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_blaidd": { "1 1": 1, @@ -733,14 +733,14 @@ "yoke \\(restraint\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707947164.8670137", - "ss_training_started_at": "1707927502.316663", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707947164.8670137, + "ss_training_started_at": 1707927502.316663, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "22eabac2", "sshs_model_hash": "41675ec76806cc85eaa487612f49e288123ff9bcd3412f2128c8592cfa12e557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blaidd-v1e400_th-1.49_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/blaidd-v1e400_th-1.49_spn_lora0.50_spn_ckpt0.50_size32.0.json index b984d7beb957b5f62eb1db42331b9facd3a5d048..a7244198c278b6e47a1bc3464dfb66f0b1297fd0 100644 --- a/ponyxl_loras_shrunk/blaidd-v1e400_th-1.49_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/blaidd-v1e400_th-1.49_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.00775189650681137 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blaidd": { "img_count": 46, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "11", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "46", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 11, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 46, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "118863153", - "ss_session_id": "3101775082", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 118863153, + "ss_session_id": 3101775082, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_blaidd": { "1 1": 1, @@ -733,14 +733,14 @@ "yoke \\(restraint\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707947164.8670137", - "ss_training_started_at": "1707927502.316663", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707947164.8670137, + "ss_training_started_at": 1707927502.316663, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "22eabac2", "sshs_model_hash": "41675ec76806cc85eaa487612f49e288123ff9bcd3412f2128c8592cfa12e557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blaidd-v1e400_th-1.69_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/blaidd-v1e400_th-1.69_spn_ckpt1.00_size4.0.json index b984d7beb957b5f62eb1db42331b9facd3a5d048..a7244198c278b6e47a1bc3464dfb66f0b1297fd0 100644 --- a/ponyxl_loras_shrunk/blaidd-v1e400_th-1.69_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/blaidd-v1e400_th-1.69_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.00775189650681137 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blaidd": { "img_count": 46, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "11", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "46", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 11, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 46, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "118863153", - "ss_session_id": "3101775082", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 118863153, + "ss_session_id": 3101775082, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_blaidd": { "1 1": 1, @@ -733,14 +733,14 @@ "yoke \\(restraint\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707947164.8670137", - "ss_training_started_at": "1707927502.316663", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707947164.8670137, + "ss_training_started_at": 1707927502.316663, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "22eabac2", "sshs_model_hash": "41675ec76806cc85eaa487612f49e288123ff9bcd3412f2128c8592cfa12e557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blaidd-v1e400_th-1.91_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/blaidd-v1e400_th-1.91_spn_ckpt1.00_size8.0.json index b984d7beb957b5f62eb1db42331b9facd3a5d048..a7244198c278b6e47a1bc3464dfb66f0b1297fd0 100644 --- a/ponyxl_loras_shrunk/blaidd-v1e400_th-1.91_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/blaidd-v1e400_th-1.91_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.00775189650681137 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blaidd": { "img_count": 46, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "11", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "46", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 11, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 46, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "118863153", - "ss_session_id": "3101775082", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 118863153, + "ss_session_id": 3101775082, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_blaidd": { "1 1": 1, @@ -733,14 +733,14 @@ "yoke \\(restraint\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707947164.8670137", - "ss_training_started_at": "1707927502.316663", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707947164.8670137, + "ss_training_started_at": 1707927502.316663, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "22eabac2", "sshs_model_hash": "41675ec76806cc85eaa487612f49e288123ff9bcd3412f2128c8592cfa12e557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blaidd-v1e400_th-2.04_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/blaidd-v1e400_th-2.04_spn_ckpt1.00_size12.0.json index b984d7beb957b5f62eb1db42331b9facd3a5d048..a7244198c278b6e47a1bc3464dfb66f0b1297fd0 100644 --- a/ponyxl_loras_shrunk/blaidd-v1e400_th-2.04_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/blaidd-v1e400_th-2.04_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.00775189650681137 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blaidd": { "img_count": 46, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "11", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "46", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 11, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 46, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "118863153", - "ss_session_id": "3101775082", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 118863153, + "ss_session_id": 3101775082, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_blaidd": { "1 1": 1, @@ -733,14 +733,14 @@ "yoke \\(restraint\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707947164.8670137", - "ss_training_started_at": "1707927502.316663", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707947164.8670137, + "ss_training_started_at": 1707927502.316663, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "22eabac2", "sshs_model_hash": "41675ec76806cc85eaa487612f49e288123ff9bcd3412f2128c8592cfa12e557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blaidd-v1e400_th-2.08_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/blaidd-v1e400_th-2.08_spn_ckpt1.00_size14.0.json index b984d7beb957b5f62eb1db42331b9facd3a5d048..a7244198c278b6e47a1bc3464dfb66f0b1297fd0 100644 --- a/ponyxl_loras_shrunk/blaidd-v1e400_th-2.08_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/blaidd-v1e400_th-2.08_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.00775189650681137 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blaidd": { "img_count": 46, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "11", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "46", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 11, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 46, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "118863153", - "ss_session_id": "3101775082", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 118863153, + "ss_session_id": 3101775082, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_blaidd": { "1 1": 1, @@ -733,14 +733,14 @@ "yoke \\(restraint\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707947164.8670137", - "ss_training_started_at": "1707927502.316663", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707947164.8670137, + "ss_training_started_at": 1707927502.316663, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "22eabac2", "sshs_model_hash": "41675ec76806cc85eaa487612f49e288123ff9bcd3412f2128c8592cfa12e557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blaidd-v1e400_th-2.12_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/blaidd-v1e400_th-2.12_spn_ckpt1.00_size16.0.json index b984d7beb957b5f62eb1db42331b9facd3a5d048..a7244198c278b6e47a1bc3464dfb66f0b1297fd0 100644 --- a/ponyxl_loras_shrunk/blaidd-v1e400_th-2.12_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/blaidd-v1e400_th-2.12_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.00775189650681137 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blaidd": { "img_count": 46, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "11", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "46", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 11, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 46, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "118863153", - "ss_session_id": "3101775082", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 118863153, + "ss_session_id": 3101775082, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_blaidd": { "1 1": 1, @@ -733,14 +733,14 @@ "yoke \\(restraint\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707947164.8670137", - "ss_training_started_at": "1707927502.316663", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707947164.8670137, + "ss_training_started_at": 1707927502.316663, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "22eabac2", "sshs_model_hash": "41675ec76806cc85eaa487612f49e288123ff9bcd3412f2128c8592cfa12e557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blaidd-v1e400_th-2.16_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/blaidd-v1e400_th-2.16_spn_ckpt1.00_size18.0.json index b984d7beb957b5f62eb1db42331b9facd3a5d048..a7244198c278b6e47a1bc3464dfb66f0b1297fd0 100644 --- a/ponyxl_loras_shrunk/blaidd-v1e400_th-2.16_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/blaidd-v1e400_th-2.16_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.00775189650681137 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blaidd": { "img_count": 46, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "11", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "46", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 11, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 46, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "118863153", - "ss_session_id": "3101775082", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 118863153, + "ss_session_id": 3101775082, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_blaidd": { "1 1": 1, @@ -733,14 +733,14 @@ "yoke \\(restraint\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707947164.8670137", - "ss_training_started_at": "1707927502.316663", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707947164.8670137, + "ss_training_started_at": 1707927502.316663, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "22eabac2", "sshs_model_hash": "41675ec76806cc85eaa487612f49e288123ff9bcd3412f2128c8592cfa12e557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blaidd-v1e400_th-2.20_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/blaidd-v1e400_th-2.20_spn_ckpt1.00_size20.0.json index b984d7beb957b5f62eb1db42331b9facd3a5d048..a7244198c278b6e47a1bc3464dfb66f0b1297fd0 100644 --- a/ponyxl_loras_shrunk/blaidd-v1e400_th-2.20_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/blaidd-v1e400_th-2.20_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.00775189650681137 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blaidd": { "img_count": 46, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "11", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "46", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 11, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 46, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "118863153", - "ss_session_id": "3101775082", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 118863153, + "ss_session_id": 3101775082, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_blaidd": { "1 1": 1, @@ -733,14 +733,14 @@ "yoke \\(restraint\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707947164.8670137", - "ss_training_started_at": "1707927502.316663", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707947164.8670137, + "ss_training_started_at": 1707927502.316663, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "22eabac2", "sshs_model_hash": "41675ec76806cc85eaa487612f49e288123ff9bcd3412f2128c8592cfa12e557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blaidd-v1e400_th-2.23_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/blaidd-v1e400_th-2.23_spn_ckpt1.00_size22.0.json index b984d7beb957b5f62eb1db42331b9facd3a5d048..a7244198c278b6e47a1bc3464dfb66f0b1297fd0 100644 --- a/ponyxl_loras_shrunk/blaidd-v1e400_th-2.23_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/blaidd-v1e400_th-2.23_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.00775189650681137 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blaidd": { "img_count": 46, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "11", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "46", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 11, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 46, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "118863153", - "ss_session_id": "3101775082", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 118863153, + "ss_session_id": 3101775082, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_blaidd": { "1 1": 1, @@ -733,14 +733,14 @@ "yoke \\(restraint\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707947164.8670137", - "ss_training_started_at": "1707927502.316663", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707947164.8670137, + "ss_training_started_at": 1707927502.316663, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "22eabac2", "sshs_model_hash": "41675ec76806cc85eaa487612f49e288123ff9bcd3412f2128c8592cfa12e557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blaidd-v1e400_th-2.27_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/blaidd-v1e400_th-2.27_spn_ckpt1.00_size24.0.json index b984d7beb957b5f62eb1db42331b9facd3a5d048..a7244198c278b6e47a1bc3464dfb66f0b1297fd0 100644 --- a/ponyxl_loras_shrunk/blaidd-v1e400_th-2.27_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/blaidd-v1e400_th-2.27_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.00775189650681137 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blaidd": { "img_count": 46, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "11", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "46", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 11, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 46, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "118863153", - "ss_session_id": "3101775082", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 118863153, + "ss_session_id": 3101775082, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_blaidd": { "1 1": 1, @@ -733,14 +733,14 @@ "yoke \\(restraint\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707947164.8670137", - "ss_training_started_at": "1707927502.316663", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707947164.8670137, + "ss_training_started_at": 1707927502.316663, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "22eabac2", "sshs_model_hash": "41675ec76806cc85eaa487612f49e288123ff9bcd3412f2128c8592cfa12e557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blaidd-v1e400_th-2.41_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/blaidd-v1e400_th-2.41_spn_ckpt1.00_size32.0.json index b984d7beb957b5f62eb1db42331b9facd3a5d048..a7244198c278b6e47a1bc3464dfb66f0b1297fd0 100644 --- a/ponyxl_loras_shrunk/blaidd-v1e400_th-2.41_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/blaidd-v1e400_th-2.41_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.00775189650681137 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blaidd": { "img_count": 46, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "11", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "46", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 11, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 46, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "118863153", - "ss_session_id": "3101775082", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 118863153, + "ss_session_id": 3101775082, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_blaidd": { "1 1": 1, @@ -733,14 +733,14 @@ "yoke \\(restraint\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707947164.8670137", - "ss_training_started_at": "1707927502.316663", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707947164.8670137, + "ss_training_started_at": 1707927502.316663, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "22eabac2", "sshs_model_hash": "41675ec76806cc85eaa487612f49e288123ff9bcd3412f2128c8592cfa12e557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blaidd-v1e400_th-2.62_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/blaidd-v1e400_th-2.62_fro_ckpt1.00_size4.0.json index b984d7beb957b5f62eb1db42331b9facd3a5d048..a7244198c278b6e47a1bc3464dfb66f0b1297fd0 100644 --- a/ponyxl_loras_shrunk/blaidd-v1e400_th-2.62_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/blaidd-v1e400_th-2.62_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.00775189650681137 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blaidd": { "img_count": 46, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "11", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "46", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 11, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 46, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "118863153", - "ss_session_id": "3101775082", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 118863153, + "ss_session_id": 3101775082, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_blaidd": { "1 1": 1, @@ -733,14 +733,14 @@ "yoke \\(restraint\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707947164.8670137", - "ss_training_started_at": "1707927502.316663", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707947164.8670137, + "ss_training_started_at": 1707927502.316663, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "22eabac2", "sshs_model_hash": "41675ec76806cc85eaa487612f49e288123ff9bcd3412f2128c8592cfa12e557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blaidd-v1e400_th-2.86_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/blaidd-v1e400_th-2.86_fro_ckpt1.00_size8.0.json index b984d7beb957b5f62eb1db42331b9facd3a5d048..a7244198c278b6e47a1bc3464dfb66f0b1297fd0 100644 --- a/ponyxl_loras_shrunk/blaidd-v1e400_th-2.86_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/blaidd-v1e400_th-2.86_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.00775189650681137 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blaidd": { "img_count": 46, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "11", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "46", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 11, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 46, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "118863153", - "ss_session_id": "3101775082", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 118863153, + "ss_session_id": 3101775082, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_blaidd": { "1 1": 1, @@ -733,14 +733,14 @@ "yoke \\(restraint\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707947164.8670137", - "ss_training_started_at": "1707927502.316663", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707947164.8670137, + "ss_training_started_at": 1707927502.316663, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "22eabac2", "sshs_model_hash": "41675ec76806cc85eaa487612f49e288123ff9bcd3412f2128c8592cfa12e557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blaidd-v1e400_th-2.99_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/blaidd-v1e400_th-2.99_fro_ckpt1.00_size12.0.json index b984d7beb957b5f62eb1db42331b9facd3a5d048..a7244198c278b6e47a1bc3464dfb66f0b1297fd0 100644 --- a/ponyxl_loras_shrunk/blaidd-v1e400_th-2.99_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/blaidd-v1e400_th-2.99_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.00775189650681137 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blaidd": { "img_count": 46, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "11", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "46", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 11, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 46, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "118863153", - "ss_session_id": "3101775082", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 118863153, + "ss_session_id": 3101775082, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_blaidd": { "1 1": 1, @@ -733,14 +733,14 @@ "yoke \\(restraint\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707947164.8670137", - "ss_training_started_at": "1707927502.316663", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707947164.8670137, + "ss_training_started_at": 1707927502.316663, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "22eabac2", "sshs_model_hash": "41675ec76806cc85eaa487612f49e288123ff9bcd3412f2128c8592cfa12e557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blaidd-v1e400_th-3.04_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/blaidd-v1e400_th-3.04_fro_ckpt1.00_size14.0.json index b984d7beb957b5f62eb1db42331b9facd3a5d048..a7244198c278b6e47a1bc3464dfb66f0b1297fd0 100644 --- a/ponyxl_loras_shrunk/blaidd-v1e400_th-3.04_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/blaidd-v1e400_th-3.04_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.00775189650681137 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blaidd": { "img_count": 46, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "11", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "46", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 11, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 46, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "118863153", - "ss_session_id": "3101775082", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 118863153, + "ss_session_id": 3101775082, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_blaidd": { "1 1": 1, @@ -733,14 +733,14 @@ "yoke \\(restraint\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707947164.8670137", - "ss_training_started_at": "1707927502.316663", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707947164.8670137, + "ss_training_started_at": 1707927502.316663, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "22eabac2", "sshs_model_hash": "41675ec76806cc85eaa487612f49e288123ff9bcd3412f2128c8592cfa12e557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blaidd-v1e400_th-3.08_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/blaidd-v1e400_th-3.08_fro_ckpt1.00_size16.0.json index b984d7beb957b5f62eb1db42331b9facd3a5d048..a7244198c278b6e47a1bc3464dfb66f0b1297fd0 100644 --- a/ponyxl_loras_shrunk/blaidd-v1e400_th-3.08_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/blaidd-v1e400_th-3.08_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.00775189650681137 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blaidd": { "img_count": 46, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "11", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "46", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 11, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 46, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "118863153", - "ss_session_id": "3101775082", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 118863153, + "ss_session_id": 3101775082, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_blaidd": { "1 1": 1, @@ -733,14 +733,14 @@ "yoke \\(restraint\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707947164.8670137", - "ss_training_started_at": "1707927502.316663", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707947164.8670137, + "ss_training_started_at": 1707927502.316663, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "22eabac2", "sshs_model_hash": "41675ec76806cc85eaa487612f49e288123ff9bcd3412f2128c8592cfa12e557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blaidd-v1e400_th-3.12_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/blaidd-v1e400_th-3.12_fro_ckpt1.00_size18.0.json index b984d7beb957b5f62eb1db42331b9facd3a5d048..a7244198c278b6e47a1bc3464dfb66f0b1297fd0 100644 --- a/ponyxl_loras_shrunk/blaidd-v1e400_th-3.12_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/blaidd-v1e400_th-3.12_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.00775189650681137 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blaidd": { "img_count": 46, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "11", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "46", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 11, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 46, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "118863153", - "ss_session_id": "3101775082", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 118863153, + "ss_session_id": 3101775082, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_blaidd": { "1 1": 1, @@ -733,14 +733,14 @@ "yoke \\(restraint\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707947164.8670137", - "ss_training_started_at": "1707927502.316663", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707947164.8670137, + "ss_training_started_at": 1707927502.316663, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "22eabac2", "sshs_model_hash": "41675ec76806cc85eaa487612f49e288123ff9bcd3412f2128c8592cfa12e557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blaidd-v1e400_th-3.15_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/blaidd-v1e400_th-3.15_fro_ckpt1.00_size20.0.json index b984d7beb957b5f62eb1db42331b9facd3a5d048..a7244198c278b6e47a1bc3464dfb66f0b1297fd0 100644 --- a/ponyxl_loras_shrunk/blaidd-v1e400_th-3.15_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/blaidd-v1e400_th-3.15_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.00775189650681137 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blaidd": { "img_count": 46, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "11", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "46", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 11, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 46, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "118863153", - "ss_session_id": "3101775082", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 118863153, + "ss_session_id": 3101775082, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_blaidd": { "1 1": 1, @@ -733,14 +733,14 @@ "yoke \\(restraint\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707947164.8670137", - "ss_training_started_at": "1707927502.316663", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707947164.8670137, + "ss_training_started_at": 1707927502.316663, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "22eabac2", "sshs_model_hash": "41675ec76806cc85eaa487612f49e288123ff9bcd3412f2128c8592cfa12e557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blaidd-v1e400_th-3.18_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/blaidd-v1e400_th-3.18_fro_ckpt1.00_size22.0.json index b984d7beb957b5f62eb1db42331b9facd3a5d048..a7244198c278b6e47a1bc3464dfb66f0b1297fd0 100644 --- a/ponyxl_loras_shrunk/blaidd-v1e400_th-3.18_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/blaidd-v1e400_th-3.18_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.00775189650681137 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blaidd": { "img_count": 46, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "11", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "46", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 11, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 46, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "118863153", - "ss_session_id": "3101775082", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 118863153, + "ss_session_id": 3101775082, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_blaidd": { "1 1": 1, @@ -733,14 +733,14 @@ "yoke \\(restraint\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707947164.8670137", - "ss_training_started_at": "1707927502.316663", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707947164.8670137, + "ss_training_started_at": 1707927502.316663, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "22eabac2", "sshs_model_hash": "41675ec76806cc85eaa487612f49e288123ff9bcd3412f2128c8592cfa12e557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blaidd-v1e400_th-3.20_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/blaidd-v1e400_th-3.20_fro_ckpt1.00_size24.0.json index b984d7beb957b5f62eb1db42331b9facd3a5d048..a7244198c278b6e47a1bc3464dfb66f0b1297fd0 100644 --- a/ponyxl_loras_shrunk/blaidd-v1e400_th-3.20_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/blaidd-v1e400_th-3.20_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.00775189650681137 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blaidd": { "img_count": 46, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "11", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "46", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 11, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 46, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "118863153", - "ss_session_id": "3101775082", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 118863153, + "ss_session_id": 3101775082, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_blaidd": { "1 1": 1, @@ -733,14 +733,14 @@ "yoke \\(restraint\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707947164.8670137", - "ss_training_started_at": "1707927502.316663", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707947164.8670137, + "ss_training_started_at": 1707927502.316663, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "22eabac2", "sshs_model_hash": "41675ec76806cc85eaa487612f49e288123ff9bcd3412f2128c8592cfa12e557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blaidd-v1e400_th-3.31_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/blaidd-v1e400_th-3.31_fro_ckpt1.00_size32.0.json index b984d7beb957b5f62eb1db42331b9facd3a5d048..a7244198c278b6e47a1bc3464dfb66f0b1297fd0 100644 --- a/ponyxl_loras_shrunk/blaidd-v1e400_th-3.31_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/blaidd-v1e400_th-3.31_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.00775189650681137 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blaidd": { "img_count": 46, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "11", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "46", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 11, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 46, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "118863153", - "ss_session_id": "3101775082", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 118863153, + "ss_session_id": 3101775082, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_blaidd": { "1 1": 1, @@ -733,14 +733,14 @@ "yoke \\(restraint\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707947164.8670137", - "ss_training_started_at": "1707927502.316663", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707947164.8670137, + "ss_training_started_at": 1707927502.316663, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "22eabac2", "sshs_model_hash": "41675ec76806cc85eaa487612f49e288123ff9bcd3412f2128c8592cfa12e557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blp-v1e400_th-0.92_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/blp-v1e400_th-0.92_spn_lora0.50_spn_ckpt0.50_size4.0.json index 59e214a301703daf1f3362001a6a89b8dd00c53b..0614ea86ba69f642dbf40eca1814b241638c0685 100644 --- a/ponyxl_loras_shrunk/blp-v1e400_th-0.92_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/blp-v1e400_th-0.92_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.012093265679472597 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blp": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -122,29 +122,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "3303496428", - "ss_session_id": "4075188394", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3303496428, + "ss_session_id": 4075188394, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blp": { "alaskan malamute": 1, @@ -418,14 +418,14 @@ "yellow fur": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709343108.450146", - "ss_training_started_at": "1709316016.43382", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709343108.450146, + "ss_training_started_at": 1709316016.43382, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bad5e9ab", "sshs_model_hash": "c785300090032b22c0e88a73f4afbf52f4e9b29ba45346a71d5538ee8fd64cb6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blp-v1e400_th-1.16_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/blp-v1e400_th-1.16_spn_lora0.50_spn_ckpt0.50_size8.0.json index 59e214a301703daf1f3362001a6a89b8dd00c53b..0614ea86ba69f642dbf40eca1814b241638c0685 100644 --- a/ponyxl_loras_shrunk/blp-v1e400_th-1.16_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/blp-v1e400_th-1.16_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.012093265679472597 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blp": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -122,29 +122,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "3303496428", - "ss_session_id": "4075188394", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3303496428, + "ss_session_id": 4075188394, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blp": { "alaskan malamute": 1, @@ -418,14 +418,14 @@ "yellow fur": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709343108.450146", - "ss_training_started_at": "1709316016.43382", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709343108.450146, + "ss_training_started_at": 1709316016.43382, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bad5e9ab", "sshs_model_hash": "c785300090032b22c0e88a73f4afbf52f4e9b29ba45346a71d5538ee8fd64cb6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blp-v1e400_th-1.29_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/blp-v1e400_th-1.29_spn_lora0.50_spn_ckpt0.50_size12.0.json index 59e214a301703daf1f3362001a6a89b8dd00c53b..0614ea86ba69f642dbf40eca1814b241638c0685 100644 --- a/ponyxl_loras_shrunk/blp-v1e400_th-1.29_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/blp-v1e400_th-1.29_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.012093265679472597 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blp": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -122,29 +122,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "3303496428", - "ss_session_id": "4075188394", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3303496428, + "ss_session_id": 4075188394, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blp": { "alaskan malamute": 1, @@ -418,14 +418,14 @@ "yellow fur": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709343108.450146", - "ss_training_started_at": "1709316016.43382", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709343108.450146, + "ss_training_started_at": 1709316016.43382, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bad5e9ab", "sshs_model_hash": "c785300090032b22c0e88a73f4afbf52f4e9b29ba45346a71d5538ee8fd64cb6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blp-v1e400_th-1.49_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/blp-v1e400_th-1.49_spn_lora0.50_spn_ckpt0.50_size24.0.json index 59e214a301703daf1f3362001a6a89b8dd00c53b..0614ea86ba69f642dbf40eca1814b241638c0685 100644 --- a/ponyxl_loras_shrunk/blp-v1e400_th-1.49_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/blp-v1e400_th-1.49_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.012093265679472597 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blp": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -122,29 +122,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "3303496428", - "ss_session_id": "4075188394", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3303496428, + "ss_session_id": 4075188394, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blp": { "alaskan malamute": 1, @@ -418,14 +418,14 @@ "yellow fur": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709343108.450146", - "ss_training_started_at": "1709316016.43382", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709343108.450146, + "ss_training_started_at": 1709316016.43382, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bad5e9ab", "sshs_model_hash": "c785300090032b22c0e88a73f4afbf52f4e9b29ba45346a71d5538ee8fd64cb6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blp-v1e400_th-1.61_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/blp-v1e400_th-1.61_spn_lora0.50_spn_ckpt0.50_size32.0.json index 59e214a301703daf1f3362001a6a89b8dd00c53b..0614ea86ba69f642dbf40eca1814b241638c0685 100644 --- a/ponyxl_loras_shrunk/blp-v1e400_th-1.61_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/blp-v1e400_th-1.61_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.012093265679472597 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blp": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -122,29 +122,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "3303496428", - "ss_session_id": "4075188394", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3303496428, + "ss_session_id": 4075188394, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blp": { "alaskan malamute": 1, @@ -418,14 +418,14 @@ "yellow fur": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709343108.450146", - "ss_training_started_at": "1709316016.43382", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709343108.450146, + "ss_training_started_at": 1709316016.43382, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bad5e9ab", "sshs_model_hash": "c785300090032b22c0e88a73f4afbf52f4e9b29ba45346a71d5538ee8fd64cb6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blp-v1e400_th-1.71_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/blp-v1e400_th-1.71_spn_ckpt1.00_size4.0.json index 59e214a301703daf1f3362001a6a89b8dd00c53b..0614ea86ba69f642dbf40eca1814b241638c0685 100644 --- a/ponyxl_loras_shrunk/blp-v1e400_th-1.71_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/blp-v1e400_th-1.71_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.012093265679472597 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blp": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -122,29 +122,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "3303496428", - "ss_session_id": "4075188394", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3303496428, + "ss_session_id": 4075188394, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blp": { "alaskan malamute": 1, @@ -418,14 +418,14 @@ "yellow fur": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709343108.450146", - "ss_training_started_at": "1709316016.43382", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709343108.450146, + "ss_training_started_at": 1709316016.43382, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bad5e9ab", "sshs_model_hash": "c785300090032b22c0e88a73f4afbf52f4e9b29ba45346a71d5538ee8fd64cb6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blp-v1e400_th-1.98_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/blp-v1e400_th-1.98_spn_ckpt1.00_size8.0.json index 59e214a301703daf1f3362001a6a89b8dd00c53b..0614ea86ba69f642dbf40eca1814b241638c0685 100644 --- a/ponyxl_loras_shrunk/blp-v1e400_th-1.98_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/blp-v1e400_th-1.98_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.012093265679472597 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blp": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -122,29 +122,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "3303496428", - "ss_session_id": "4075188394", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3303496428, + "ss_session_id": 4075188394, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blp": { "alaskan malamute": 1, @@ -418,14 +418,14 @@ "yellow fur": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709343108.450146", - "ss_training_started_at": "1709316016.43382", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709343108.450146, + "ss_training_started_at": 1709316016.43382, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bad5e9ab", "sshs_model_hash": "c785300090032b22c0e88a73f4afbf52f4e9b29ba45346a71d5538ee8fd64cb6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blp-v1e400_th-2.12_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/blp-v1e400_th-2.12_spn_ckpt1.00_size12.0.json index 59e214a301703daf1f3362001a6a89b8dd00c53b..0614ea86ba69f642dbf40eca1814b241638c0685 100644 --- a/ponyxl_loras_shrunk/blp-v1e400_th-2.12_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/blp-v1e400_th-2.12_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.012093265679472597 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blp": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -122,29 +122,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "3303496428", - "ss_session_id": "4075188394", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3303496428, + "ss_session_id": 4075188394, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blp": { "alaskan malamute": 1, @@ -418,14 +418,14 @@ "yellow fur": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709343108.450146", - "ss_training_started_at": "1709316016.43382", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709343108.450146, + "ss_training_started_at": 1709316016.43382, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bad5e9ab", "sshs_model_hash": "c785300090032b22c0e88a73f4afbf52f4e9b29ba45346a71d5538ee8fd64cb6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blp-v1e400_th-2.16_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/blp-v1e400_th-2.16_spn_ckpt1.00_size14.0.json index 59e214a301703daf1f3362001a6a89b8dd00c53b..0614ea86ba69f642dbf40eca1814b241638c0685 100644 --- a/ponyxl_loras_shrunk/blp-v1e400_th-2.16_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/blp-v1e400_th-2.16_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.012093265679472597 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blp": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -122,29 +122,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "3303496428", - "ss_session_id": "4075188394", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3303496428, + "ss_session_id": 4075188394, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blp": { "alaskan malamute": 1, @@ -418,14 +418,14 @@ "yellow fur": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709343108.450146", - "ss_training_started_at": "1709316016.43382", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709343108.450146, + "ss_training_started_at": 1709316016.43382, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bad5e9ab", "sshs_model_hash": "c785300090032b22c0e88a73f4afbf52f4e9b29ba45346a71d5538ee8fd64cb6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blp-v1e400_th-2.21_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/blp-v1e400_th-2.21_spn_ckpt1.00_size16.0.json index 59e214a301703daf1f3362001a6a89b8dd00c53b..0614ea86ba69f642dbf40eca1814b241638c0685 100644 --- a/ponyxl_loras_shrunk/blp-v1e400_th-2.21_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/blp-v1e400_th-2.21_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.012093265679472597 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blp": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -122,29 +122,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "3303496428", - "ss_session_id": "4075188394", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3303496428, + "ss_session_id": 4075188394, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blp": { "alaskan malamute": 1, @@ -418,14 +418,14 @@ "yellow fur": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709343108.450146", - "ss_training_started_at": "1709316016.43382", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709343108.450146, + "ss_training_started_at": 1709316016.43382, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bad5e9ab", "sshs_model_hash": "c785300090032b22c0e88a73f4afbf52f4e9b29ba45346a71d5538ee8fd64cb6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blp-v1e400_th-2.26_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/blp-v1e400_th-2.26_spn_ckpt1.00_size18.0.json index 59e214a301703daf1f3362001a6a89b8dd00c53b..0614ea86ba69f642dbf40eca1814b241638c0685 100644 --- a/ponyxl_loras_shrunk/blp-v1e400_th-2.26_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/blp-v1e400_th-2.26_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.012093265679472597 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blp": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -122,29 +122,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "3303496428", - "ss_session_id": "4075188394", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3303496428, + "ss_session_id": 4075188394, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blp": { "alaskan malamute": 1, @@ -418,14 +418,14 @@ "yellow fur": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709343108.450146", - "ss_training_started_at": "1709316016.43382", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709343108.450146, + "ss_training_started_at": 1709316016.43382, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bad5e9ab", "sshs_model_hash": "c785300090032b22c0e88a73f4afbf52f4e9b29ba45346a71d5538ee8fd64cb6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blp-v1e400_th-2.30_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/blp-v1e400_th-2.30_spn_ckpt1.00_size20.0.json index 59e214a301703daf1f3362001a6a89b8dd00c53b..0614ea86ba69f642dbf40eca1814b241638c0685 100644 --- a/ponyxl_loras_shrunk/blp-v1e400_th-2.30_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/blp-v1e400_th-2.30_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.012093265679472597 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blp": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -122,29 +122,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "3303496428", - "ss_session_id": "4075188394", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3303496428, + "ss_session_id": 4075188394, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blp": { "alaskan malamute": 1, @@ -418,14 +418,14 @@ "yellow fur": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709343108.450146", - "ss_training_started_at": "1709316016.43382", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709343108.450146, + "ss_training_started_at": 1709316016.43382, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bad5e9ab", "sshs_model_hash": "c785300090032b22c0e88a73f4afbf52f4e9b29ba45346a71d5538ee8fd64cb6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blp-v1e400_th-2.33_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/blp-v1e400_th-2.33_spn_ckpt1.00_size22.0.json index 59e214a301703daf1f3362001a6a89b8dd00c53b..0614ea86ba69f642dbf40eca1814b241638c0685 100644 --- a/ponyxl_loras_shrunk/blp-v1e400_th-2.33_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/blp-v1e400_th-2.33_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.012093265679472597 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blp": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -122,29 +122,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "3303496428", - "ss_session_id": "4075188394", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3303496428, + "ss_session_id": 4075188394, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blp": { "alaskan malamute": 1, @@ -418,14 +418,14 @@ "yellow fur": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709343108.450146", - "ss_training_started_at": "1709316016.43382", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709343108.450146, + "ss_training_started_at": 1709316016.43382, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bad5e9ab", "sshs_model_hash": "c785300090032b22c0e88a73f4afbf52f4e9b29ba45346a71d5538ee8fd64cb6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blp-v1e400_th-2.37_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/blp-v1e400_th-2.37_spn_ckpt1.00_size24.0.json index 59e214a301703daf1f3362001a6a89b8dd00c53b..0614ea86ba69f642dbf40eca1814b241638c0685 100644 --- a/ponyxl_loras_shrunk/blp-v1e400_th-2.37_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/blp-v1e400_th-2.37_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.012093265679472597 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blp": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -122,29 +122,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "3303496428", - "ss_session_id": "4075188394", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3303496428, + "ss_session_id": 4075188394, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blp": { "alaskan malamute": 1, @@ -418,14 +418,14 @@ "yellow fur": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709343108.450146", - "ss_training_started_at": "1709316016.43382", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709343108.450146, + "ss_training_started_at": 1709316016.43382, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bad5e9ab", "sshs_model_hash": "c785300090032b22c0e88a73f4afbf52f4e9b29ba45346a71d5538ee8fd64cb6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blp-v1e400_th-2.51_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/blp-v1e400_th-2.51_spn_ckpt1.00_size32.0.json index 59e214a301703daf1f3362001a6a89b8dd00c53b..0614ea86ba69f642dbf40eca1814b241638c0685 100644 --- a/ponyxl_loras_shrunk/blp-v1e400_th-2.51_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/blp-v1e400_th-2.51_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.012093265679472597 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blp": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -122,29 +122,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "3303496428", - "ss_session_id": "4075188394", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3303496428, + "ss_session_id": 4075188394, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blp": { "alaskan malamute": 1, @@ -418,14 +418,14 @@ "yellow fur": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709343108.450146", - "ss_training_started_at": "1709316016.43382", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709343108.450146, + "ss_training_started_at": 1709316016.43382, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bad5e9ab", "sshs_model_hash": "c785300090032b22c0e88a73f4afbf52f4e9b29ba45346a71d5538ee8fd64cb6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blp-v1e400_th-2.67_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/blp-v1e400_th-2.67_fro_ckpt1.00_size4.0.json index 59e214a301703daf1f3362001a6a89b8dd00c53b..0614ea86ba69f642dbf40eca1814b241638c0685 100644 --- a/ponyxl_loras_shrunk/blp-v1e400_th-2.67_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/blp-v1e400_th-2.67_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.012093265679472597 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blp": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -122,29 +122,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "3303496428", - "ss_session_id": "4075188394", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3303496428, + "ss_session_id": 4075188394, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blp": { "alaskan malamute": 1, @@ -418,14 +418,14 @@ "yellow fur": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709343108.450146", - "ss_training_started_at": "1709316016.43382", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709343108.450146, + "ss_training_started_at": 1709316016.43382, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bad5e9ab", "sshs_model_hash": "c785300090032b22c0e88a73f4afbf52f4e9b29ba45346a71d5538ee8fd64cb6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blp-v1e400_th-2.92_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/blp-v1e400_th-2.92_fro_ckpt1.00_size8.0.json index 59e214a301703daf1f3362001a6a89b8dd00c53b..0614ea86ba69f642dbf40eca1814b241638c0685 100644 --- a/ponyxl_loras_shrunk/blp-v1e400_th-2.92_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/blp-v1e400_th-2.92_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.012093265679472597 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blp": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -122,29 +122,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "3303496428", - "ss_session_id": "4075188394", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3303496428, + "ss_session_id": 4075188394, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blp": { "alaskan malamute": 1, @@ -418,14 +418,14 @@ "yellow fur": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709343108.450146", - "ss_training_started_at": "1709316016.43382", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709343108.450146, + "ss_training_started_at": 1709316016.43382, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bad5e9ab", "sshs_model_hash": "c785300090032b22c0e88a73f4afbf52f4e9b29ba45346a71d5538ee8fd64cb6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blp-v1e400_th-3.06_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/blp-v1e400_th-3.06_fro_ckpt1.00_size12.0.json index 59e214a301703daf1f3362001a6a89b8dd00c53b..0614ea86ba69f642dbf40eca1814b241638c0685 100644 --- a/ponyxl_loras_shrunk/blp-v1e400_th-3.06_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/blp-v1e400_th-3.06_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.012093265679472597 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blp": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -122,29 +122,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "3303496428", - "ss_session_id": "4075188394", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3303496428, + "ss_session_id": 4075188394, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blp": { "alaskan malamute": 1, @@ -418,14 +418,14 @@ "yellow fur": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709343108.450146", - "ss_training_started_at": "1709316016.43382", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709343108.450146, + "ss_training_started_at": 1709316016.43382, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bad5e9ab", "sshs_model_hash": "c785300090032b22c0e88a73f4afbf52f4e9b29ba45346a71d5538ee8fd64cb6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blp-v1e400_th-3.11_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/blp-v1e400_th-3.11_fro_ckpt1.00_size14.0.json index 59e214a301703daf1f3362001a6a89b8dd00c53b..0614ea86ba69f642dbf40eca1814b241638c0685 100644 --- a/ponyxl_loras_shrunk/blp-v1e400_th-3.11_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/blp-v1e400_th-3.11_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.012093265679472597 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blp": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -122,29 +122,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "3303496428", - "ss_session_id": "4075188394", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3303496428, + "ss_session_id": 4075188394, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blp": { "alaskan malamute": 1, @@ -418,14 +418,14 @@ "yellow fur": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709343108.450146", - "ss_training_started_at": "1709316016.43382", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709343108.450146, + "ss_training_started_at": 1709316016.43382, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bad5e9ab", "sshs_model_hash": "c785300090032b22c0e88a73f4afbf52f4e9b29ba45346a71d5538ee8fd64cb6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blp-v1e400_th-3.16_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/blp-v1e400_th-3.16_fro_ckpt1.00_size16.0.json index 59e214a301703daf1f3362001a6a89b8dd00c53b..0614ea86ba69f642dbf40eca1814b241638c0685 100644 --- a/ponyxl_loras_shrunk/blp-v1e400_th-3.16_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/blp-v1e400_th-3.16_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.012093265679472597 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blp": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -122,29 +122,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "3303496428", - "ss_session_id": "4075188394", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3303496428, + "ss_session_id": 4075188394, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blp": { "alaskan malamute": 1, @@ -418,14 +418,14 @@ "yellow fur": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709343108.450146", - "ss_training_started_at": "1709316016.43382", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709343108.450146, + "ss_training_started_at": 1709316016.43382, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bad5e9ab", "sshs_model_hash": "c785300090032b22c0e88a73f4afbf52f4e9b29ba45346a71d5538ee8fd64cb6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blp-v1e400_th-3.20_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/blp-v1e400_th-3.20_fro_ckpt1.00_size18.0.json index 59e214a301703daf1f3362001a6a89b8dd00c53b..0614ea86ba69f642dbf40eca1814b241638c0685 100644 --- a/ponyxl_loras_shrunk/blp-v1e400_th-3.20_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/blp-v1e400_th-3.20_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.012093265679472597 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blp": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -122,29 +122,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "3303496428", - "ss_session_id": "4075188394", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3303496428, + "ss_session_id": 4075188394, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blp": { "alaskan malamute": 1, @@ -418,14 +418,14 @@ "yellow fur": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709343108.450146", - "ss_training_started_at": "1709316016.43382", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709343108.450146, + "ss_training_started_at": 1709316016.43382, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bad5e9ab", "sshs_model_hash": "c785300090032b22c0e88a73f4afbf52f4e9b29ba45346a71d5538ee8fd64cb6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blp-v1e400_th-3.23_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/blp-v1e400_th-3.23_fro_ckpt1.00_size20.0.json index 59e214a301703daf1f3362001a6a89b8dd00c53b..0614ea86ba69f642dbf40eca1814b241638c0685 100644 --- a/ponyxl_loras_shrunk/blp-v1e400_th-3.23_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/blp-v1e400_th-3.23_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.012093265679472597 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blp": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -122,29 +122,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "3303496428", - "ss_session_id": "4075188394", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3303496428, + "ss_session_id": 4075188394, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blp": { "alaskan malamute": 1, @@ -418,14 +418,14 @@ "yellow fur": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709343108.450146", - "ss_training_started_at": "1709316016.43382", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709343108.450146, + "ss_training_started_at": 1709316016.43382, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bad5e9ab", "sshs_model_hash": "c785300090032b22c0e88a73f4afbf52f4e9b29ba45346a71d5538ee8fd64cb6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blp-v1e400_th-3.27_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/blp-v1e400_th-3.27_fro_ckpt1.00_size22.0.json index 59e214a301703daf1f3362001a6a89b8dd00c53b..0614ea86ba69f642dbf40eca1814b241638c0685 100644 --- a/ponyxl_loras_shrunk/blp-v1e400_th-3.27_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/blp-v1e400_th-3.27_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.012093265679472597 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blp": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -122,29 +122,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "3303496428", - "ss_session_id": "4075188394", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3303496428, + "ss_session_id": 4075188394, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blp": { "alaskan malamute": 1, @@ -418,14 +418,14 @@ "yellow fur": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709343108.450146", - "ss_training_started_at": "1709316016.43382", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709343108.450146, + "ss_training_started_at": 1709316016.43382, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bad5e9ab", "sshs_model_hash": "c785300090032b22c0e88a73f4afbf52f4e9b29ba45346a71d5538ee8fd64cb6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blp-v1e400_th-3.30_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/blp-v1e400_th-3.30_fro_ckpt1.00_size24.0.json index 59e214a301703daf1f3362001a6a89b8dd00c53b..0614ea86ba69f642dbf40eca1814b241638c0685 100644 --- a/ponyxl_loras_shrunk/blp-v1e400_th-3.30_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/blp-v1e400_th-3.30_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.012093265679472597 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blp": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -122,29 +122,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "3303496428", - "ss_session_id": "4075188394", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3303496428, + "ss_session_id": 4075188394, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blp": { "alaskan malamute": 1, @@ -418,14 +418,14 @@ "yellow fur": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709343108.450146", - "ss_training_started_at": "1709316016.43382", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709343108.450146, + "ss_training_started_at": 1709316016.43382, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bad5e9ab", "sshs_model_hash": "c785300090032b22c0e88a73f4afbf52f4e9b29ba45346a71d5538ee8fd64cb6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blp-v1e400_th-3.42_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/blp-v1e400_th-3.42_fro_ckpt1.00_size32.0.json index 59e214a301703daf1f3362001a6a89b8dd00c53b..0614ea86ba69f642dbf40eca1814b241638c0685 100644 --- a/ponyxl_loras_shrunk/blp-v1e400_th-3.42_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/blp-v1e400_th-3.42_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.012093265679472597 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blp": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -122,29 +122,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "3303496428", - "ss_session_id": "4075188394", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3303496428, + "ss_session_id": 4075188394, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blp": { "alaskan malamute": 1, @@ -418,14 +418,14 @@ "yellow fur": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709343108.450146", - "ss_training_started_at": "1709316016.43382", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709343108.450146, + "ss_training_started_at": 1709316016.43382, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bad5e9ab", "sshs_model_hash": "c785300090032b22c0e88a73f4afbf52f4e9b29ba45346a71d5538ee8fd64cb6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blue_frost_th-0.49_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/blue_frost_th-0.49_spn_lora0.50_spn_ckpt0.50_size4.0.json index 0a95f758e712e7a0cc0d20fc922788a1fa8b00b2..e15abdeafbfc33ced73b49e181536606cdaf54f6 100644 --- a/ponyxl_loras_shrunk/blue_frost_th-0.49_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/blue_frost_th-0.49_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -1,62 +1,144 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2023-12-11T23:22:36", - "modelspec.encoder_layer": "1", + "modelspec.encoder_layer": 1, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "Blue_Frost", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "1", + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": 1, "ss_dataset_dirs": { "img": { "img_count": 7, "n_repeats": 29 } }, - "ss_datasets": "[{\"is_dreambooth\": true, \"batch_size_per_device\": 4, \"num_train_images\": 203, \"num_reg_images\": 0, \"resolution\": [1024, 1024], \"enable_bucket\": true, \"min_bucket_reso\": 256, \"max_bucket_reso\": 1024, \"tag_frequency\": {\"img\": {\"blue\": 7, \"frost\": 3, \"snowflake\": 3, \"giant snowflake\": 4, \"snow\": 5, \"watermark\": 2, \"sky\": 1, \"trees\": 2, \"winter\": 3, \"river\": 1, \"mountains\": 1, \"bridge\": 1, \"glare\": 4, \"grass\": 1, \"fence\": 1, \"sun\": 2, \"lens flare\": 2}}, \"bucket_info\": {\"buckets\": {\"0\": {\"resolution\": [768, 448], \"count\": 29}, \"1\": {\"resolution\": [1024, 576], \"count\": 58}, \"2\": {\"resolution\": [1024, 640], \"count\": 87}, \"3\": {\"resolution\": [1024, 704], \"count\": 29}}, \"mean_img_ar_error\": 0.05469536624504934}, \"subsets\": [{\"img_count\": 7, \"num_repeats\": 29, \"color_aug\": false, \"flip_aug\": false, \"random_crop\": false, \"shuffle_caption\": false, \"keep_tokens\": 0, \"image_dir\": \"img\", \"class_tokens\": null, \"is_reg\": false}]}]", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_learning_rate": "0.0005", - "ss_lowram": "False", + "ss_datasets": [ + { + "batch_size_per_device": 4, + "bucket_info": { + "buckets": { + "0": { + "count": 29, + "resolution": [ + 768, + 448 + ] + }, + "1": { + "count": 58, + "resolution": [ + 1024, + 576 + ] + }, + "2": { + "count": 87, + "resolution": [ + 1024, + 640 + ] + }, + "3": { + "count": 29, + "resolution": [ + 1024, + 704 + ] + } + }, + "mean_img_ar_error": 0.05469536624504934 + }, + "enable_bucket": true, + "is_dreambooth": true, + "max_bucket_reso": 1024, + "min_bucket_reso": 256, + "num_reg_images": 0, + "num_train_images": 203, + "resolution": [ + 1024, + 1024 + ], + "subsets": [ + { + "class_tokens": null, + "color_aug": false, + "flip_aug": false, + "image_dir": "img", + "img_count": 7, + "is_reg": false, + "keep_tokens": 0, + "num_repeats": 29, + "random_crop": false, + "shuffle_caption": false + } + ], + "tag_frequency": { + "img": { + "blue": 7, + "bridge": 1, + "fence": 1, + "frost": 3, + "giant snowflake": 4, + "glare": 4, + "grass": 1, + "lens flare": 2, + "mountains": 1, + "river": 1, + "sky": 1, + "snow": 5, + "snowflake": 3, + "sun": 2, + "trees": 2, + "watermark": 2, + "winter": 3 + } + } + } + ], + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_learning_rate": 0.0005, + "ss_lowram": false, "ss_lr_scheduler": "cosine_with_restarts", - "ss_lr_warmup_steps": "0", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "225", - "ss_max_train_steps": "530", - "ss_min_snr_gamma": "5.0", + "ss_lr_warmup_steps": 0, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": 225, + "ss_max_train_steps": 530, + "ss_min_snr_gamma": 5.0, "ss_mixed_precision": "bf16", - "ss_multires_noise_discount": "0.3", - "ss_multires_noise_iterations": "6", - "ss_network_alpha": "16", - "ss_network_dim": "32", - "ss_network_dropout": "None", + "ss_multires_noise_discount": 0.3, + "ss_multires_noise_iterations": 6, + "ss_network_alpha": 16, + "ss_network_dim": 32, + "ss_network_dropout": null, "ss_network_module": "networks.lora", "ss_new_sd_model_hash": "e6bb9ea85bbf7bf6478a7c6d18b71246f22e95d41bcdd80ed40aa212c33cfeff", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "53", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "203", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 53, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 203, "ss_optimizer": "bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)", "ss_output_name": "Blue_Frost", - "ss_prior_loss_weight": "1.0", - "ss_scale_weight_norms": "None", + "ss_prior_loss_weight": 1.0, + "ss_scale_weight_norms": null, "ss_sd_model_hash": "be9edd61", "ss_sd_model_name": "128078.safetensors", "ss_sd_scripts_commit_hash": "9a60b8a0ba70cbc17c7c00a94639b472bfb28427", - "ss_seed": "2235261375", - "ss_session_id": "4190230167", - "ss_steps": "530", + "ss_seed": 2235261375, + "ss_session_id": 4190230167, + "ss_steps": 530, "ss_tag_frequency": { "img": { "blue": 7, @@ -78,13 +160,13 @@ "winter": 3 } }, - "ss_text_encoder_lr": "5e-05", - "ss_training_comment": "None", - "ss_training_finished_at": "1702336956.6607602", - "ss_training_started_at": "1702335728.7794135", - "ss_unet_lr": "0.0005", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.00005, + "ss_training_comment": null, + "ss_training_finished_at": 1702336956.6607602, + "ss_training_started_at": 1702335728.7794137, + "ss_unet_lr": 0.0005, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a534d8fc", "sshs_model_hash": "5327cef58b77939aa05573efc3535aee697fabb8dac2981ce36a0fee32556d49" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blue_frost_th-0.66_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/blue_frost_th-0.66_spn_lora0.50_spn_ckpt0.50_size8.0.json index 0a95f758e712e7a0cc0d20fc922788a1fa8b00b2..e15abdeafbfc33ced73b49e181536606cdaf54f6 100644 --- a/ponyxl_loras_shrunk/blue_frost_th-0.66_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/blue_frost_th-0.66_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -1,62 +1,144 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2023-12-11T23:22:36", - "modelspec.encoder_layer": "1", + "modelspec.encoder_layer": 1, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "Blue_Frost", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "1", + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": 1, "ss_dataset_dirs": { "img": { "img_count": 7, "n_repeats": 29 } }, - "ss_datasets": "[{\"is_dreambooth\": true, \"batch_size_per_device\": 4, \"num_train_images\": 203, \"num_reg_images\": 0, \"resolution\": [1024, 1024], \"enable_bucket\": true, \"min_bucket_reso\": 256, \"max_bucket_reso\": 1024, \"tag_frequency\": {\"img\": {\"blue\": 7, \"frost\": 3, \"snowflake\": 3, \"giant snowflake\": 4, \"snow\": 5, \"watermark\": 2, \"sky\": 1, \"trees\": 2, \"winter\": 3, \"river\": 1, \"mountains\": 1, \"bridge\": 1, \"glare\": 4, \"grass\": 1, \"fence\": 1, \"sun\": 2, \"lens flare\": 2}}, \"bucket_info\": {\"buckets\": {\"0\": {\"resolution\": [768, 448], \"count\": 29}, \"1\": {\"resolution\": [1024, 576], \"count\": 58}, \"2\": {\"resolution\": [1024, 640], \"count\": 87}, \"3\": {\"resolution\": [1024, 704], \"count\": 29}}, \"mean_img_ar_error\": 0.05469536624504934}, \"subsets\": [{\"img_count\": 7, \"num_repeats\": 29, \"color_aug\": false, \"flip_aug\": false, \"random_crop\": false, \"shuffle_caption\": false, \"keep_tokens\": 0, \"image_dir\": \"img\", \"class_tokens\": null, \"is_reg\": false}]}]", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_learning_rate": "0.0005", - "ss_lowram": "False", + "ss_datasets": [ + { + "batch_size_per_device": 4, + "bucket_info": { + "buckets": { + "0": { + "count": 29, + "resolution": [ + 768, + 448 + ] + }, + "1": { + "count": 58, + "resolution": [ + 1024, + 576 + ] + }, + "2": { + "count": 87, + "resolution": [ + 1024, + 640 + ] + }, + "3": { + "count": 29, + "resolution": [ + 1024, + 704 + ] + } + }, + "mean_img_ar_error": 0.05469536624504934 + }, + "enable_bucket": true, + "is_dreambooth": true, + "max_bucket_reso": 1024, + "min_bucket_reso": 256, + "num_reg_images": 0, + "num_train_images": 203, + "resolution": [ + 1024, + 1024 + ], + "subsets": [ + { + "class_tokens": null, + "color_aug": false, + "flip_aug": false, + "image_dir": "img", + "img_count": 7, + "is_reg": false, + "keep_tokens": 0, + "num_repeats": 29, + "random_crop": false, + "shuffle_caption": false + } + ], + "tag_frequency": { + "img": { + "blue": 7, + "bridge": 1, + "fence": 1, + "frost": 3, + "giant snowflake": 4, + "glare": 4, + "grass": 1, + "lens flare": 2, + "mountains": 1, + "river": 1, + "sky": 1, + "snow": 5, + "snowflake": 3, + "sun": 2, + "trees": 2, + "watermark": 2, + "winter": 3 + } + } + } + ], + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_learning_rate": 0.0005, + "ss_lowram": false, "ss_lr_scheduler": "cosine_with_restarts", - "ss_lr_warmup_steps": "0", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "225", - "ss_max_train_steps": "530", - "ss_min_snr_gamma": "5.0", + "ss_lr_warmup_steps": 0, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": 225, + "ss_max_train_steps": 530, + "ss_min_snr_gamma": 5.0, "ss_mixed_precision": "bf16", - "ss_multires_noise_discount": "0.3", - "ss_multires_noise_iterations": "6", - "ss_network_alpha": "16", - "ss_network_dim": "32", - "ss_network_dropout": "None", + "ss_multires_noise_discount": 0.3, + "ss_multires_noise_iterations": 6, + "ss_network_alpha": 16, + "ss_network_dim": 32, + "ss_network_dropout": null, "ss_network_module": "networks.lora", "ss_new_sd_model_hash": "e6bb9ea85bbf7bf6478a7c6d18b71246f22e95d41bcdd80ed40aa212c33cfeff", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "53", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "203", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 53, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 203, "ss_optimizer": "bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)", "ss_output_name": "Blue_Frost", - "ss_prior_loss_weight": "1.0", - "ss_scale_weight_norms": "None", + "ss_prior_loss_weight": 1.0, + "ss_scale_weight_norms": null, "ss_sd_model_hash": "be9edd61", "ss_sd_model_name": "128078.safetensors", "ss_sd_scripts_commit_hash": "9a60b8a0ba70cbc17c7c00a94639b472bfb28427", - "ss_seed": "2235261375", - "ss_session_id": "4190230167", - "ss_steps": "530", + "ss_seed": 2235261375, + "ss_session_id": 4190230167, + "ss_steps": 530, "ss_tag_frequency": { "img": { "blue": 7, @@ -78,13 +160,13 @@ "winter": 3 } }, - "ss_text_encoder_lr": "5e-05", - "ss_training_comment": "None", - "ss_training_finished_at": "1702336956.6607602", - "ss_training_started_at": "1702335728.7794135", - "ss_unet_lr": "0.0005", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.00005, + "ss_training_comment": null, + "ss_training_finished_at": 1702336956.6607602, + "ss_training_started_at": 1702335728.7794137, + "ss_unet_lr": 0.0005, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a534d8fc", "sshs_model_hash": "5327cef58b77939aa05573efc3535aee697fabb8dac2981ce36a0fee32556d49" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blue_frost_th-0.78_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/blue_frost_th-0.78_spn_lora0.50_spn_ckpt0.50_size12.0.json index 0a95f758e712e7a0cc0d20fc922788a1fa8b00b2..e15abdeafbfc33ced73b49e181536606cdaf54f6 100644 --- a/ponyxl_loras_shrunk/blue_frost_th-0.78_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/blue_frost_th-0.78_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -1,62 +1,144 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2023-12-11T23:22:36", - "modelspec.encoder_layer": "1", + "modelspec.encoder_layer": 1, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "Blue_Frost", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "1", + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": 1, "ss_dataset_dirs": { "img": { "img_count": 7, "n_repeats": 29 } }, - "ss_datasets": "[{\"is_dreambooth\": true, \"batch_size_per_device\": 4, \"num_train_images\": 203, \"num_reg_images\": 0, \"resolution\": [1024, 1024], \"enable_bucket\": true, \"min_bucket_reso\": 256, \"max_bucket_reso\": 1024, \"tag_frequency\": {\"img\": {\"blue\": 7, \"frost\": 3, \"snowflake\": 3, \"giant snowflake\": 4, \"snow\": 5, \"watermark\": 2, \"sky\": 1, \"trees\": 2, \"winter\": 3, \"river\": 1, \"mountains\": 1, \"bridge\": 1, \"glare\": 4, \"grass\": 1, \"fence\": 1, \"sun\": 2, \"lens flare\": 2}}, \"bucket_info\": {\"buckets\": {\"0\": {\"resolution\": [768, 448], \"count\": 29}, \"1\": {\"resolution\": [1024, 576], \"count\": 58}, \"2\": {\"resolution\": [1024, 640], \"count\": 87}, \"3\": {\"resolution\": [1024, 704], \"count\": 29}}, \"mean_img_ar_error\": 0.05469536624504934}, \"subsets\": [{\"img_count\": 7, \"num_repeats\": 29, \"color_aug\": false, \"flip_aug\": false, \"random_crop\": false, \"shuffle_caption\": false, \"keep_tokens\": 0, \"image_dir\": \"img\", \"class_tokens\": null, \"is_reg\": false}]}]", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_learning_rate": "0.0005", - "ss_lowram": "False", + "ss_datasets": [ + { + "batch_size_per_device": 4, + "bucket_info": { + "buckets": { + "0": { + "count": 29, + "resolution": [ + 768, + 448 + ] + }, + "1": { + "count": 58, + "resolution": [ + 1024, + 576 + ] + }, + "2": { + "count": 87, + "resolution": [ + 1024, + 640 + ] + }, + "3": { + "count": 29, + "resolution": [ + 1024, + 704 + ] + } + }, + "mean_img_ar_error": 0.05469536624504934 + }, + "enable_bucket": true, + "is_dreambooth": true, + "max_bucket_reso": 1024, + "min_bucket_reso": 256, + "num_reg_images": 0, + "num_train_images": 203, + "resolution": [ + 1024, + 1024 + ], + "subsets": [ + { + "class_tokens": null, + "color_aug": false, + "flip_aug": false, + "image_dir": "img", + "img_count": 7, + "is_reg": false, + "keep_tokens": 0, + "num_repeats": 29, + "random_crop": false, + "shuffle_caption": false + } + ], + "tag_frequency": { + "img": { + "blue": 7, + "bridge": 1, + "fence": 1, + "frost": 3, + "giant snowflake": 4, + "glare": 4, + "grass": 1, + "lens flare": 2, + "mountains": 1, + "river": 1, + "sky": 1, + "snow": 5, + "snowflake": 3, + "sun": 2, + "trees": 2, + "watermark": 2, + "winter": 3 + } + } + } + ], + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_learning_rate": 0.0005, + "ss_lowram": false, "ss_lr_scheduler": "cosine_with_restarts", - "ss_lr_warmup_steps": "0", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "225", - "ss_max_train_steps": "530", - "ss_min_snr_gamma": "5.0", + "ss_lr_warmup_steps": 0, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": 225, + "ss_max_train_steps": 530, + "ss_min_snr_gamma": 5.0, "ss_mixed_precision": "bf16", - "ss_multires_noise_discount": "0.3", - "ss_multires_noise_iterations": "6", - "ss_network_alpha": "16", - "ss_network_dim": "32", - "ss_network_dropout": "None", + "ss_multires_noise_discount": 0.3, + "ss_multires_noise_iterations": 6, + "ss_network_alpha": 16, + "ss_network_dim": 32, + "ss_network_dropout": null, "ss_network_module": "networks.lora", "ss_new_sd_model_hash": "e6bb9ea85bbf7bf6478a7c6d18b71246f22e95d41bcdd80ed40aa212c33cfeff", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "53", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "203", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 53, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 203, "ss_optimizer": "bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)", "ss_output_name": "Blue_Frost", - "ss_prior_loss_weight": "1.0", - "ss_scale_weight_norms": "None", + "ss_prior_loss_weight": 1.0, + "ss_scale_weight_norms": null, "ss_sd_model_hash": "be9edd61", "ss_sd_model_name": "128078.safetensors", "ss_sd_scripts_commit_hash": "9a60b8a0ba70cbc17c7c00a94639b472bfb28427", - "ss_seed": "2235261375", - "ss_session_id": "4190230167", - "ss_steps": "530", + "ss_seed": 2235261375, + "ss_session_id": 4190230167, + "ss_steps": 530, "ss_tag_frequency": { "img": { "blue": 7, @@ -78,13 +160,13 @@ "winter": 3 } }, - "ss_text_encoder_lr": "5e-05", - "ss_training_comment": "None", - "ss_training_finished_at": "1702336956.6607602", - "ss_training_started_at": "1702335728.7794135", - "ss_unet_lr": "0.0005", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.00005, + "ss_training_comment": null, + "ss_training_finished_at": 1702336956.6607602, + "ss_training_started_at": 1702335728.7794137, + "ss_unet_lr": 0.0005, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a534d8fc", "sshs_model_hash": "5327cef58b77939aa05573efc3535aee697fabb8dac2981ce36a0fee32556d49" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blue_frost_th-0.85_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/blue_frost_th-0.85_spn_ckpt1.00_size4.0.json index 0a95f758e712e7a0cc0d20fc922788a1fa8b00b2..e15abdeafbfc33ced73b49e181536606cdaf54f6 100644 --- a/ponyxl_loras_shrunk/blue_frost_th-0.85_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/blue_frost_th-0.85_spn_ckpt1.00_size4.0.json @@ -1,62 +1,144 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2023-12-11T23:22:36", - "modelspec.encoder_layer": "1", + "modelspec.encoder_layer": 1, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "Blue_Frost", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "1", + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": 1, "ss_dataset_dirs": { "img": { "img_count": 7, "n_repeats": 29 } }, - "ss_datasets": "[{\"is_dreambooth\": true, \"batch_size_per_device\": 4, \"num_train_images\": 203, \"num_reg_images\": 0, \"resolution\": [1024, 1024], \"enable_bucket\": true, \"min_bucket_reso\": 256, \"max_bucket_reso\": 1024, \"tag_frequency\": {\"img\": {\"blue\": 7, \"frost\": 3, \"snowflake\": 3, \"giant snowflake\": 4, \"snow\": 5, \"watermark\": 2, \"sky\": 1, \"trees\": 2, \"winter\": 3, \"river\": 1, \"mountains\": 1, \"bridge\": 1, \"glare\": 4, \"grass\": 1, \"fence\": 1, \"sun\": 2, \"lens flare\": 2}}, \"bucket_info\": {\"buckets\": {\"0\": {\"resolution\": [768, 448], \"count\": 29}, \"1\": {\"resolution\": [1024, 576], \"count\": 58}, \"2\": {\"resolution\": [1024, 640], \"count\": 87}, \"3\": {\"resolution\": [1024, 704], \"count\": 29}}, \"mean_img_ar_error\": 0.05469536624504934}, \"subsets\": [{\"img_count\": 7, \"num_repeats\": 29, \"color_aug\": false, \"flip_aug\": false, \"random_crop\": false, \"shuffle_caption\": false, \"keep_tokens\": 0, \"image_dir\": \"img\", \"class_tokens\": null, \"is_reg\": false}]}]", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_learning_rate": "0.0005", - "ss_lowram": "False", + "ss_datasets": [ + { + "batch_size_per_device": 4, + "bucket_info": { + "buckets": { + "0": { + "count": 29, + "resolution": [ + 768, + 448 + ] + }, + "1": { + "count": 58, + "resolution": [ + 1024, + 576 + ] + }, + "2": { + "count": 87, + "resolution": [ + 1024, + 640 + ] + }, + "3": { + "count": 29, + "resolution": [ + 1024, + 704 + ] + } + }, + "mean_img_ar_error": 0.05469536624504934 + }, + "enable_bucket": true, + "is_dreambooth": true, + "max_bucket_reso": 1024, + "min_bucket_reso": 256, + "num_reg_images": 0, + "num_train_images": 203, + "resolution": [ + 1024, + 1024 + ], + "subsets": [ + { + "class_tokens": null, + "color_aug": false, + "flip_aug": false, + "image_dir": "img", + "img_count": 7, + "is_reg": false, + "keep_tokens": 0, + "num_repeats": 29, + "random_crop": false, + "shuffle_caption": false + } + ], + "tag_frequency": { + "img": { + "blue": 7, + "bridge": 1, + "fence": 1, + "frost": 3, + "giant snowflake": 4, + "glare": 4, + "grass": 1, + "lens flare": 2, + "mountains": 1, + "river": 1, + "sky": 1, + "snow": 5, + "snowflake": 3, + "sun": 2, + "trees": 2, + "watermark": 2, + "winter": 3 + } + } + } + ], + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_learning_rate": 0.0005, + "ss_lowram": false, "ss_lr_scheduler": "cosine_with_restarts", - "ss_lr_warmup_steps": "0", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "225", - "ss_max_train_steps": "530", - "ss_min_snr_gamma": "5.0", + "ss_lr_warmup_steps": 0, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": 225, + "ss_max_train_steps": 530, + "ss_min_snr_gamma": 5.0, "ss_mixed_precision": "bf16", - "ss_multires_noise_discount": "0.3", - "ss_multires_noise_iterations": "6", - "ss_network_alpha": "16", - "ss_network_dim": "32", - "ss_network_dropout": "None", + "ss_multires_noise_discount": 0.3, + "ss_multires_noise_iterations": 6, + "ss_network_alpha": 16, + "ss_network_dim": 32, + "ss_network_dropout": null, "ss_network_module": "networks.lora", "ss_new_sd_model_hash": "e6bb9ea85bbf7bf6478a7c6d18b71246f22e95d41bcdd80ed40aa212c33cfeff", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "53", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "203", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 53, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 203, "ss_optimizer": "bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)", "ss_output_name": "Blue_Frost", - "ss_prior_loss_weight": "1.0", - "ss_scale_weight_norms": "None", + "ss_prior_loss_weight": 1.0, + "ss_scale_weight_norms": null, "ss_sd_model_hash": "be9edd61", "ss_sd_model_name": "128078.safetensors", "ss_sd_scripts_commit_hash": "9a60b8a0ba70cbc17c7c00a94639b472bfb28427", - "ss_seed": "2235261375", - "ss_session_id": "4190230167", - "ss_steps": "530", + "ss_seed": 2235261375, + "ss_session_id": 4190230167, + "ss_steps": 530, "ss_tag_frequency": { "img": { "blue": 7, @@ -78,13 +160,13 @@ "winter": 3 } }, - "ss_text_encoder_lr": "5e-05", - "ss_training_comment": "None", - "ss_training_finished_at": "1702336956.6607602", - "ss_training_started_at": "1702335728.7794135", - "ss_unet_lr": "0.0005", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.00005, + "ss_training_comment": null, + "ss_training_finished_at": 1702336956.6607602, + "ss_training_started_at": 1702335728.7794137, + "ss_unet_lr": 0.0005, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a534d8fc", "sshs_model_hash": "5327cef58b77939aa05573efc3535aee697fabb8dac2981ce36a0fee32556d49" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blue_frost_th-1.00_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/blue_frost_th-1.00_spn_lora0.50_spn_ckpt0.50_size24.0.json index 0a95f758e712e7a0cc0d20fc922788a1fa8b00b2..e15abdeafbfc33ced73b49e181536606cdaf54f6 100644 --- a/ponyxl_loras_shrunk/blue_frost_th-1.00_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/blue_frost_th-1.00_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -1,62 +1,144 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2023-12-11T23:22:36", - "modelspec.encoder_layer": "1", + "modelspec.encoder_layer": 1, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "Blue_Frost", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "1", + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": 1, "ss_dataset_dirs": { "img": { "img_count": 7, "n_repeats": 29 } }, - "ss_datasets": "[{\"is_dreambooth\": true, \"batch_size_per_device\": 4, \"num_train_images\": 203, \"num_reg_images\": 0, \"resolution\": [1024, 1024], \"enable_bucket\": true, \"min_bucket_reso\": 256, \"max_bucket_reso\": 1024, \"tag_frequency\": {\"img\": {\"blue\": 7, \"frost\": 3, \"snowflake\": 3, \"giant snowflake\": 4, \"snow\": 5, \"watermark\": 2, \"sky\": 1, \"trees\": 2, \"winter\": 3, \"river\": 1, \"mountains\": 1, \"bridge\": 1, \"glare\": 4, \"grass\": 1, \"fence\": 1, \"sun\": 2, \"lens flare\": 2}}, \"bucket_info\": {\"buckets\": {\"0\": {\"resolution\": [768, 448], \"count\": 29}, \"1\": {\"resolution\": [1024, 576], \"count\": 58}, \"2\": {\"resolution\": [1024, 640], \"count\": 87}, \"3\": {\"resolution\": [1024, 704], \"count\": 29}}, \"mean_img_ar_error\": 0.05469536624504934}, \"subsets\": [{\"img_count\": 7, \"num_repeats\": 29, \"color_aug\": false, \"flip_aug\": false, \"random_crop\": false, \"shuffle_caption\": false, \"keep_tokens\": 0, \"image_dir\": \"img\", \"class_tokens\": null, \"is_reg\": false}]}]", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_learning_rate": "0.0005", - "ss_lowram": "False", + "ss_datasets": [ + { + "batch_size_per_device": 4, + "bucket_info": { + "buckets": { + "0": { + "count": 29, + "resolution": [ + 768, + 448 + ] + }, + "1": { + "count": 58, + "resolution": [ + 1024, + 576 + ] + }, + "2": { + "count": 87, + "resolution": [ + 1024, + 640 + ] + }, + "3": { + "count": 29, + "resolution": [ + 1024, + 704 + ] + } + }, + "mean_img_ar_error": 0.05469536624504934 + }, + "enable_bucket": true, + "is_dreambooth": true, + "max_bucket_reso": 1024, + "min_bucket_reso": 256, + "num_reg_images": 0, + "num_train_images": 203, + "resolution": [ + 1024, + 1024 + ], + "subsets": [ + { + "class_tokens": null, + "color_aug": false, + "flip_aug": false, + "image_dir": "img", + "img_count": 7, + "is_reg": false, + "keep_tokens": 0, + "num_repeats": 29, + "random_crop": false, + "shuffle_caption": false + } + ], + "tag_frequency": { + "img": { + "blue": 7, + "bridge": 1, + "fence": 1, + "frost": 3, + "giant snowflake": 4, + "glare": 4, + "grass": 1, + "lens flare": 2, + "mountains": 1, + "river": 1, + "sky": 1, + "snow": 5, + "snowflake": 3, + "sun": 2, + "trees": 2, + "watermark": 2, + "winter": 3 + } + } + } + ], + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_learning_rate": 0.0005, + "ss_lowram": false, "ss_lr_scheduler": "cosine_with_restarts", - "ss_lr_warmup_steps": "0", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "225", - "ss_max_train_steps": "530", - "ss_min_snr_gamma": "5.0", + "ss_lr_warmup_steps": 0, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": 225, + "ss_max_train_steps": 530, + "ss_min_snr_gamma": 5.0, "ss_mixed_precision": "bf16", - "ss_multires_noise_discount": "0.3", - "ss_multires_noise_iterations": "6", - "ss_network_alpha": "16", - "ss_network_dim": "32", - "ss_network_dropout": "None", + "ss_multires_noise_discount": 0.3, + "ss_multires_noise_iterations": 6, + "ss_network_alpha": 16, + "ss_network_dim": 32, + "ss_network_dropout": null, "ss_network_module": "networks.lora", "ss_new_sd_model_hash": "e6bb9ea85bbf7bf6478a7c6d18b71246f22e95d41bcdd80ed40aa212c33cfeff", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "53", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "203", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 53, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 203, "ss_optimizer": "bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)", "ss_output_name": "Blue_Frost", - "ss_prior_loss_weight": "1.0", - "ss_scale_weight_norms": "None", + "ss_prior_loss_weight": 1.0, + "ss_scale_weight_norms": null, "ss_sd_model_hash": "be9edd61", "ss_sd_model_name": "128078.safetensors", "ss_sd_scripts_commit_hash": "9a60b8a0ba70cbc17c7c00a94639b472bfb28427", - "ss_seed": "2235261375", - "ss_session_id": "4190230167", - "ss_steps": "530", + "ss_seed": 2235261375, + "ss_session_id": 4190230167, + "ss_steps": 530, "ss_tag_frequency": { "img": { "blue": 7, @@ -78,13 +160,13 @@ "winter": 3 } }, - "ss_text_encoder_lr": "5e-05", - "ss_training_comment": "None", - "ss_training_finished_at": "1702336956.6607602", - "ss_training_started_at": "1702335728.7794135", - "ss_unet_lr": "0.0005", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.00005, + "ss_training_comment": null, + "ss_training_finished_at": 1702336956.6607602, + "ss_training_started_at": 1702335728.7794137, + "ss_unet_lr": 0.0005, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a534d8fc", "sshs_model_hash": "5327cef58b77939aa05573efc3535aee697fabb8dac2981ce36a0fee32556d49" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blue_frost_th-1.04_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/blue_frost_th-1.04_spn_ckpt1.00_size8.0.json index 0a95f758e712e7a0cc0d20fc922788a1fa8b00b2..e15abdeafbfc33ced73b49e181536606cdaf54f6 100644 --- a/ponyxl_loras_shrunk/blue_frost_th-1.04_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/blue_frost_th-1.04_spn_ckpt1.00_size8.0.json @@ -1,62 +1,144 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2023-12-11T23:22:36", - "modelspec.encoder_layer": "1", + "modelspec.encoder_layer": 1, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "Blue_Frost", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "1", + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": 1, "ss_dataset_dirs": { "img": { "img_count": 7, "n_repeats": 29 } }, - "ss_datasets": "[{\"is_dreambooth\": true, \"batch_size_per_device\": 4, \"num_train_images\": 203, \"num_reg_images\": 0, \"resolution\": [1024, 1024], \"enable_bucket\": true, \"min_bucket_reso\": 256, \"max_bucket_reso\": 1024, \"tag_frequency\": {\"img\": {\"blue\": 7, \"frost\": 3, \"snowflake\": 3, \"giant snowflake\": 4, \"snow\": 5, \"watermark\": 2, \"sky\": 1, \"trees\": 2, \"winter\": 3, \"river\": 1, \"mountains\": 1, \"bridge\": 1, \"glare\": 4, \"grass\": 1, \"fence\": 1, \"sun\": 2, \"lens flare\": 2}}, \"bucket_info\": {\"buckets\": {\"0\": {\"resolution\": [768, 448], \"count\": 29}, \"1\": {\"resolution\": [1024, 576], \"count\": 58}, \"2\": {\"resolution\": [1024, 640], \"count\": 87}, \"3\": {\"resolution\": [1024, 704], \"count\": 29}}, \"mean_img_ar_error\": 0.05469536624504934}, \"subsets\": [{\"img_count\": 7, \"num_repeats\": 29, \"color_aug\": false, \"flip_aug\": false, \"random_crop\": false, \"shuffle_caption\": false, \"keep_tokens\": 0, \"image_dir\": \"img\", \"class_tokens\": null, \"is_reg\": false}]}]", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_learning_rate": "0.0005", - "ss_lowram": "False", + "ss_datasets": [ + { + "batch_size_per_device": 4, + "bucket_info": { + "buckets": { + "0": { + "count": 29, + "resolution": [ + 768, + 448 + ] + }, + "1": { + "count": 58, + "resolution": [ + 1024, + 576 + ] + }, + "2": { + "count": 87, + "resolution": [ + 1024, + 640 + ] + }, + "3": { + "count": 29, + "resolution": [ + 1024, + 704 + ] + } + }, + "mean_img_ar_error": 0.05469536624504934 + }, + "enable_bucket": true, + "is_dreambooth": true, + "max_bucket_reso": 1024, + "min_bucket_reso": 256, + "num_reg_images": 0, + "num_train_images": 203, + "resolution": [ + 1024, + 1024 + ], + "subsets": [ + { + "class_tokens": null, + "color_aug": false, + "flip_aug": false, + "image_dir": "img", + "img_count": 7, + "is_reg": false, + "keep_tokens": 0, + "num_repeats": 29, + "random_crop": false, + "shuffle_caption": false + } + ], + "tag_frequency": { + "img": { + "blue": 7, + "bridge": 1, + "fence": 1, + "frost": 3, + "giant snowflake": 4, + "glare": 4, + "grass": 1, + "lens flare": 2, + "mountains": 1, + "river": 1, + "sky": 1, + "snow": 5, + "snowflake": 3, + "sun": 2, + "trees": 2, + "watermark": 2, + "winter": 3 + } + } + } + ], + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_learning_rate": 0.0005, + "ss_lowram": false, "ss_lr_scheduler": "cosine_with_restarts", - "ss_lr_warmup_steps": "0", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "225", - "ss_max_train_steps": "530", - "ss_min_snr_gamma": "5.0", + "ss_lr_warmup_steps": 0, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": 225, + "ss_max_train_steps": 530, + "ss_min_snr_gamma": 5.0, "ss_mixed_precision": "bf16", - "ss_multires_noise_discount": "0.3", - "ss_multires_noise_iterations": "6", - "ss_network_alpha": "16", - "ss_network_dim": "32", - "ss_network_dropout": "None", + "ss_multires_noise_discount": 0.3, + "ss_multires_noise_iterations": 6, + "ss_network_alpha": 16, + "ss_network_dim": 32, + "ss_network_dropout": null, "ss_network_module": "networks.lora", "ss_new_sd_model_hash": "e6bb9ea85bbf7bf6478a7c6d18b71246f22e95d41bcdd80ed40aa212c33cfeff", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "53", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "203", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 53, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 203, "ss_optimizer": "bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)", "ss_output_name": "Blue_Frost", - "ss_prior_loss_weight": "1.0", - "ss_scale_weight_norms": "None", + "ss_prior_loss_weight": 1.0, + "ss_scale_weight_norms": null, "ss_sd_model_hash": "be9edd61", "ss_sd_model_name": "128078.safetensors", "ss_sd_scripts_commit_hash": "9a60b8a0ba70cbc17c7c00a94639b472bfb28427", - "ss_seed": "2235261375", - "ss_session_id": "4190230167", - "ss_steps": "530", + "ss_seed": 2235261375, + "ss_session_id": 4190230167, + "ss_steps": 530, "ss_tag_frequency": { "img": { "blue": 7, @@ -78,13 +160,13 @@ "winter": 3 } }, - "ss_text_encoder_lr": "5e-05", - "ss_training_comment": "None", - "ss_training_finished_at": "1702336956.6607602", - "ss_training_started_at": "1702335728.7794135", - "ss_unet_lr": "0.0005", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.00005, + "ss_training_comment": null, + "ss_training_finished_at": 1702336956.6607602, + "ss_training_started_at": 1702335728.7794137, + "ss_unet_lr": 0.0005, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a534d8fc", "sshs_model_hash": "5327cef58b77939aa05573efc3535aee697fabb8dac2981ce36a0fee32556d49" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blue_frost_th-1.10_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/blue_frost_th-1.10_spn_lora0.50_spn_ckpt0.50_size32.0.json index 0a95f758e712e7a0cc0d20fc922788a1fa8b00b2..e15abdeafbfc33ced73b49e181536606cdaf54f6 100644 --- a/ponyxl_loras_shrunk/blue_frost_th-1.10_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/blue_frost_th-1.10_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -1,62 +1,144 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2023-12-11T23:22:36", - "modelspec.encoder_layer": "1", + "modelspec.encoder_layer": 1, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "Blue_Frost", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "1", + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": 1, "ss_dataset_dirs": { "img": { "img_count": 7, "n_repeats": 29 } }, - "ss_datasets": "[{\"is_dreambooth\": true, \"batch_size_per_device\": 4, \"num_train_images\": 203, \"num_reg_images\": 0, \"resolution\": [1024, 1024], \"enable_bucket\": true, \"min_bucket_reso\": 256, \"max_bucket_reso\": 1024, \"tag_frequency\": {\"img\": {\"blue\": 7, \"frost\": 3, \"snowflake\": 3, \"giant snowflake\": 4, \"snow\": 5, \"watermark\": 2, \"sky\": 1, \"trees\": 2, \"winter\": 3, \"river\": 1, \"mountains\": 1, \"bridge\": 1, \"glare\": 4, \"grass\": 1, \"fence\": 1, \"sun\": 2, \"lens flare\": 2}}, \"bucket_info\": {\"buckets\": {\"0\": {\"resolution\": [768, 448], \"count\": 29}, \"1\": {\"resolution\": [1024, 576], \"count\": 58}, \"2\": {\"resolution\": [1024, 640], \"count\": 87}, \"3\": {\"resolution\": [1024, 704], \"count\": 29}}, \"mean_img_ar_error\": 0.05469536624504934}, \"subsets\": [{\"img_count\": 7, \"num_repeats\": 29, \"color_aug\": false, \"flip_aug\": false, \"random_crop\": false, \"shuffle_caption\": false, \"keep_tokens\": 0, \"image_dir\": \"img\", \"class_tokens\": null, \"is_reg\": false}]}]", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_learning_rate": "0.0005", - "ss_lowram": "False", + "ss_datasets": [ + { + "batch_size_per_device": 4, + "bucket_info": { + "buckets": { + "0": { + "count": 29, + "resolution": [ + 768, + 448 + ] + }, + "1": { + "count": 58, + "resolution": [ + 1024, + 576 + ] + }, + "2": { + "count": 87, + "resolution": [ + 1024, + 640 + ] + }, + "3": { + "count": 29, + "resolution": [ + 1024, + 704 + ] + } + }, + "mean_img_ar_error": 0.05469536624504934 + }, + "enable_bucket": true, + "is_dreambooth": true, + "max_bucket_reso": 1024, + "min_bucket_reso": 256, + "num_reg_images": 0, + "num_train_images": 203, + "resolution": [ + 1024, + 1024 + ], + "subsets": [ + { + "class_tokens": null, + "color_aug": false, + "flip_aug": false, + "image_dir": "img", + "img_count": 7, + "is_reg": false, + "keep_tokens": 0, + "num_repeats": 29, + "random_crop": false, + "shuffle_caption": false + } + ], + "tag_frequency": { + "img": { + "blue": 7, + "bridge": 1, + "fence": 1, + "frost": 3, + "giant snowflake": 4, + "glare": 4, + "grass": 1, + "lens flare": 2, + "mountains": 1, + "river": 1, + "sky": 1, + "snow": 5, + "snowflake": 3, + "sun": 2, + "trees": 2, + "watermark": 2, + "winter": 3 + } + } + } + ], + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_learning_rate": 0.0005, + "ss_lowram": false, "ss_lr_scheduler": "cosine_with_restarts", - "ss_lr_warmup_steps": "0", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "225", - "ss_max_train_steps": "530", - "ss_min_snr_gamma": "5.0", + "ss_lr_warmup_steps": 0, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": 225, + "ss_max_train_steps": 530, + "ss_min_snr_gamma": 5.0, "ss_mixed_precision": "bf16", - "ss_multires_noise_discount": "0.3", - "ss_multires_noise_iterations": "6", - "ss_network_alpha": "16", - "ss_network_dim": "32", - "ss_network_dropout": "None", + "ss_multires_noise_discount": 0.3, + "ss_multires_noise_iterations": 6, + "ss_network_alpha": 16, + "ss_network_dim": 32, + "ss_network_dropout": null, "ss_network_module": "networks.lora", "ss_new_sd_model_hash": "e6bb9ea85bbf7bf6478a7c6d18b71246f22e95d41bcdd80ed40aa212c33cfeff", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "53", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "203", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 53, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 203, "ss_optimizer": "bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)", "ss_output_name": "Blue_Frost", - "ss_prior_loss_weight": "1.0", - "ss_scale_weight_norms": "None", + "ss_prior_loss_weight": 1.0, + "ss_scale_weight_norms": null, "ss_sd_model_hash": "be9edd61", "ss_sd_model_name": "128078.safetensors", "ss_sd_scripts_commit_hash": "9a60b8a0ba70cbc17c7c00a94639b472bfb28427", - "ss_seed": "2235261375", - "ss_session_id": "4190230167", - "ss_steps": "530", + "ss_seed": 2235261375, + "ss_session_id": 4190230167, + "ss_steps": 530, "ss_tag_frequency": { "img": { "blue": 7, @@ -78,13 +160,13 @@ "winter": 3 } }, - "ss_text_encoder_lr": "5e-05", - "ss_training_comment": "None", - "ss_training_finished_at": "1702336956.6607602", - "ss_training_started_at": "1702335728.7794135", - "ss_unet_lr": "0.0005", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.00005, + "ss_training_comment": null, + "ss_training_finished_at": 1702336956.6607602, + "ss_training_started_at": 1702335728.7794137, + "ss_unet_lr": 0.0005, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a534d8fc", "sshs_model_hash": "5327cef58b77939aa05573efc3535aee697fabb8dac2981ce36a0fee32556d49" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blue_frost_th-1.17_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/blue_frost_th-1.17_spn_ckpt1.00_size12.0.json index 0a95f758e712e7a0cc0d20fc922788a1fa8b00b2..e15abdeafbfc33ced73b49e181536606cdaf54f6 100644 --- a/ponyxl_loras_shrunk/blue_frost_th-1.17_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/blue_frost_th-1.17_spn_ckpt1.00_size12.0.json @@ -1,62 +1,144 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2023-12-11T23:22:36", - "modelspec.encoder_layer": "1", + "modelspec.encoder_layer": 1, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "Blue_Frost", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "1", + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": 1, "ss_dataset_dirs": { "img": { "img_count": 7, "n_repeats": 29 } }, - "ss_datasets": "[{\"is_dreambooth\": true, \"batch_size_per_device\": 4, \"num_train_images\": 203, \"num_reg_images\": 0, \"resolution\": [1024, 1024], \"enable_bucket\": true, \"min_bucket_reso\": 256, \"max_bucket_reso\": 1024, \"tag_frequency\": {\"img\": {\"blue\": 7, \"frost\": 3, \"snowflake\": 3, \"giant snowflake\": 4, \"snow\": 5, \"watermark\": 2, \"sky\": 1, \"trees\": 2, \"winter\": 3, \"river\": 1, \"mountains\": 1, \"bridge\": 1, \"glare\": 4, \"grass\": 1, \"fence\": 1, \"sun\": 2, \"lens flare\": 2}}, \"bucket_info\": {\"buckets\": {\"0\": {\"resolution\": [768, 448], \"count\": 29}, \"1\": {\"resolution\": [1024, 576], \"count\": 58}, \"2\": {\"resolution\": [1024, 640], \"count\": 87}, \"3\": {\"resolution\": [1024, 704], \"count\": 29}}, \"mean_img_ar_error\": 0.05469536624504934}, \"subsets\": [{\"img_count\": 7, \"num_repeats\": 29, \"color_aug\": false, \"flip_aug\": false, \"random_crop\": false, \"shuffle_caption\": false, \"keep_tokens\": 0, \"image_dir\": \"img\", \"class_tokens\": null, \"is_reg\": false}]}]", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_learning_rate": "0.0005", - "ss_lowram": "False", + "ss_datasets": [ + { + "batch_size_per_device": 4, + "bucket_info": { + "buckets": { + "0": { + "count": 29, + "resolution": [ + 768, + 448 + ] + }, + "1": { + "count": 58, + "resolution": [ + 1024, + 576 + ] + }, + "2": { + "count": 87, + "resolution": [ + 1024, + 640 + ] + }, + "3": { + "count": 29, + "resolution": [ + 1024, + 704 + ] + } + }, + "mean_img_ar_error": 0.05469536624504934 + }, + "enable_bucket": true, + "is_dreambooth": true, + "max_bucket_reso": 1024, + "min_bucket_reso": 256, + "num_reg_images": 0, + "num_train_images": 203, + "resolution": [ + 1024, + 1024 + ], + "subsets": [ + { + "class_tokens": null, + "color_aug": false, + "flip_aug": false, + "image_dir": "img", + "img_count": 7, + "is_reg": false, + "keep_tokens": 0, + "num_repeats": 29, + "random_crop": false, + "shuffle_caption": false + } + ], + "tag_frequency": { + "img": { + "blue": 7, + "bridge": 1, + "fence": 1, + "frost": 3, + "giant snowflake": 4, + "glare": 4, + "grass": 1, + "lens flare": 2, + "mountains": 1, + "river": 1, + "sky": 1, + "snow": 5, + "snowflake": 3, + "sun": 2, + "trees": 2, + "watermark": 2, + "winter": 3 + } + } + } + ], + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_learning_rate": 0.0005, + "ss_lowram": false, "ss_lr_scheduler": "cosine_with_restarts", - "ss_lr_warmup_steps": "0", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "225", - "ss_max_train_steps": "530", - "ss_min_snr_gamma": "5.0", + "ss_lr_warmup_steps": 0, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": 225, + "ss_max_train_steps": 530, + "ss_min_snr_gamma": 5.0, "ss_mixed_precision": "bf16", - "ss_multires_noise_discount": "0.3", - "ss_multires_noise_iterations": "6", - "ss_network_alpha": "16", - "ss_network_dim": "32", - "ss_network_dropout": "None", + "ss_multires_noise_discount": 0.3, + "ss_multires_noise_iterations": 6, + "ss_network_alpha": 16, + "ss_network_dim": 32, + "ss_network_dropout": null, "ss_network_module": "networks.lora", "ss_new_sd_model_hash": "e6bb9ea85bbf7bf6478a7c6d18b71246f22e95d41bcdd80ed40aa212c33cfeff", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "53", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "203", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 53, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 203, "ss_optimizer": "bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)", "ss_output_name": "Blue_Frost", - "ss_prior_loss_weight": "1.0", - "ss_scale_weight_norms": "None", + "ss_prior_loss_weight": 1.0, + "ss_scale_weight_norms": null, "ss_sd_model_hash": "be9edd61", "ss_sd_model_name": "128078.safetensors", "ss_sd_scripts_commit_hash": "9a60b8a0ba70cbc17c7c00a94639b472bfb28427", - "ss_seed": "2235261375", - "ss_session_id": "4190230167", - "ss_steps": "530", + "ss_seed": 2235261375, + "ss_session_id": 4190230167, + "ss_steps": 530, "ss_tag_frequency": { "img": { "blue": 7, @@ -78,13 +160,13 @@ "winter": 3 } }, - "ss_text_encoder_lr": "5e-05", - "ss_training_comment": "None", - "ss_training_finished_at": "1702336956.6607602", - "ss_training_started_at": "1702335728.7794135", - "ss_unet_lr": "0.0005", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.00005, + "ss_training_comment": null, + "ss_training_finished_at": 1702336956.6607602, + "ss_training_started_at": 1702335728.7794137, + "ss_unet_lr": 0.0005, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a534d8fc", "sshs_model_hash": "5327cef58b77939aa05573efc3535aee697fabb8dac2981ce36a0fee32556d49" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blue_frost_th-1.22_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/blue_frost_th-1.22_spn_ckpt1.00_size14.0.json index 0a95f758e712e7a0cc0d20fc922788a1fa8b00b2..e15abdeafbfc33ced73b49e181536606cdaf54f6 100644 --- a/ponyxl_loras_shrunk/blue_frost_th-1.22_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/blue_frost_th-1.22_spn_ckpt1.00_size14.0.json @@ -1,62 +1,144 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2023-12-11T23:22:36", - "modelspec.encoder_layer": "1", + "modelspec.encoder_layer": 1, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "Blue_Frost", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "1", + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": 1, "ss_dataset_dirs": { "img": { "img_count": 7, "n_repeats": 29 } }, - "ss_datasets": "[{\"is_dreambooth\": true, \"batch_size_per_device\": 4, \"num_train_images\": 203, \"num_reg_images\": 0, \"resolution\": [1024, 1024], \"enable_bucket\": true, \"min_bucket_reso\": 256, \"max_bucket_reso\": 1024, \"tag_frequency\": {\"img\": {\"blue\": 7, \"frost\": 3, \"snowflake\": 3, \"giant snowflake\": 4, \"snow\": 5, \"watermark\": 2, \"sky\": 1, \"trees\": 2, \"winter\": 3, \"river\": 1, \"mountains\": 1, \"bridge\": 1, \"glare\": 4, \"grass\": 1, \"fence\": 1, \"sun\": 2, \"lens flare\": 2}}, \"bucket_info\": {\"buckets\": {\"0\": {\"resolution\": [768, 448], \"count\": 29}, \"1\": {\"resolution\": [1024, 576], \"count\": 58}, \"2\": {\"resolution\": [1024, 640], \"count\": 87}, \"3\": {\"resolution\": [1024, 704], \"count\": 29}}, \"mean_img_ar_error\": 0.05469536624504934}, \"subsets\": [{\"img_count\": 7, \"num_repeats\": 29, \"color_aug\": false, \"flip_aug\": false, \"random_crop\": false, \"shuffle_caption\": false, \"keep_tokens\": 0, \"image_dir\": \"img\", \"class_tokens\": null, \"is_reg\": false}]}]", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_learning_rate": "0.0005", - "ss_lowram": "False", + "ss_datasets": [ + { + "batch_size_per_device": 4, + "bucket_info": { + "buckets": { + "0": { + "count": 29, + "resolution": [ + 768, + 448 + ] + }, + "1": { + "count": 58, + "resolution": [ + 1024, + 576 + ] + }, + "2": { + "count": 87, + "resolution": [ + 1024, + 640 + ] + }, + "3": { + "count": 29, + "resolution": [ + 1024, + 704 + ] + } + }, + "mean_img_ar_error": 0.05469536624504934 + }, + "enable_bucket": true, + "is_dreambooth": true, + "max_bucket_reso": 1024, + "min_bucket_reso": 256, + "num_reg_images": 0, + "num_train_images": 203, + "resolution": [ + 1024, + 1024 + ], + "subsets": [ + { + "class_tokens": null, + "color_aug": false, + "flip_aug": false, + "image_dir": "img", + "img_count": 7, + "is_reg": false, + "keep_tokens": 0, + "num_repeats": 29, + "random_crop": false, + "shuffle_caption": false + } + ], + "tag_frequency": { + "img": { + "blue": 7, + "bridge": 1, + "fence": 1, + "frost": 3, + "giant snowflake": 4, + "glare": 4, + "grass": 1, + "lens flare": 2, + "mountains": 1, + "river": 1, + "sky": 1, + "snow": 5, + "snowflake": 3, + "sun": 2, + "trees": 2, + "watermark": 2, + "winter": 3 + } + } + } + ], + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_learning_rate": 0.0005, + "ss_lowram": false, "ss_lr_scheduler": "cosine_with_restarts", - "ss_lr_warmup_steps": "0", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "225", - "ss_max_train_steps": "530", - "ss_min_snr_gamma": "5.0", + "ss_lr_warmup_steps": 0, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": 225, + "ss_max_train_steps": 530, + "ss_min_snr_gamma": 5.0, "ss_mixed_precision": "bf16", - "ss_multires_noise_discount": "0.3", - "ss_multires_noise_iterations": "6", - "ss_network_alpha": "16", - "ss_network_dim": "32", - "ss_network_dropout": "None", + "ss_multires_noise_discount": 0.3, + "ss_multires_noise_iterations": 6, + "ss_network_alpha": 16, + "ss_network_dim": 32, + "ss_network_dropout": null, "ss_network_module": "networks.lora", "ss_new_sd_model_hash": "e6bb9ea85bbf7bf6478a7c6d18b71246f22e95d41bcdd80ed40aa212c33cfeff", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "53", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "203", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 53, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 203, "ss_optimizer": "bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)", "ss_output_name": "Blue_Frost", - "ss_prior_loss_weight": "1.0", - "ss_scale_weight_norms": "None", + "ss_prior_loss_weight": 1.0, + "ss_scale_weight_norms": null, "ss_sd_model_hash": "be9edd61", "ss_sd_model_name": "128078.safetensors", "ss_sd_scripts_commit_hash": "9a60b8a0ba70cbc17c7c00a94639b472bfb28427", - "ss_seed": "2235261375", - "ss_session_id": "4190230167", - "ss_steps": "530", + "ss_seed": 2235261375, + "ss_session_id": 4190230167, + "ss_steps": 530, "ss_tag_frequency": { "img": { "blue": 7, @@ -78,13 +160,13 @@ "winter": 3 } }, - "ss_text_encoder_lr": "5e-05", - "ss_training_comment": "None", - "ss_training_finished_at": "1702336956.6607602", - "ss_training_started_at": "1702335728.7794135", - "ss_unet_lr": "0.0005", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.00005, + "ss_training_comment": null, + "ss_training_finished_at": 1702336956.6607602, + "ss_training_started_at": 1702335728.7794137, + "ss_unet_lr": 0.0005, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a534d8fc", "sshs_model_hash": "5327cef58b77939aa05573efc3535aee697fabb8dac2981ce36a0fee32556d49" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blue_frost_th-1.26_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/blue_frost_th-1.26_spn_ckpt1.00_size16.0.json index 0a95f758e712e7a0cc0d20fc922788a1fa8b00b2..e15abdeafbfc33ced73b49e181536606cdaf54f6 100644 --- a/ponyxl_loras_shrunk/blue_frost_th-1.26_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/blue_frost_th-1.26_spn_ckpt1.00_size16.0.json @@ -1,62 +1,144 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2023-12-11T23:22:36", - "modelspec.encoder_layer": "1", + "modelspec.encoder_layer": 1, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "Blue_Frost", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "1", + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": 1, "ss_dataset_dirs": { "img": { "img_count": 7, "n_repeats": 29 } }, - "ss_datasets": "[{\"is_dreambooth\": true, \"batch_size_per_device\": 4, \"num_train_images\": 203, \"num_reg_images\": 0, \"resolution\": [1024, 1024], \"enable_bucket\": true, \"min_bucket_reso\": 256, \"max_bucket_reso\": 1024, \"tag_frequency\": {\"img\": {\"blue\": 7, \"frost\": 3, \"snowflake\": 3, \"giant snowflake\": 4, \"snow\": 5, \"watermark\": 2, \"sky\": 1, \"trees\": 2, \"winter\": 3, \"river\": 1, \"mountains\": 1, \"bridge\": 1, \"glare\": 4, \"grass\": 1, \"fence\": 1, \"sun\": 2, \"lens flare\": 2}}, \"bucket_info\": {\"buckets\": {\"0\": {\"resolution\": [768, 448], \"count\": 29}, \"1\": {\"resolution\": [1024, 576], \"count\": 58}, \"2\": {\"resolution\": [1024, 640], \"count\": 87}, \"3\": {\"resolution\": [1024, 704], \"count\": 29}}, \"mean_img_ar_error\": 0.05469536624504934}, \"subsets\": [{\"img_count\": 7, \"num_repeats\": 29, \"color_aug\": false, \"flip_aug\": false, \"random_crop\": false, \"shuffle_caption\": false, \"keep_tokens\": 0, \"image_dir\": \"img\", \"class_tokens\": null, \"is_reg\": false}]}]", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_learning_rate": "0.0005", - "ss_lowram": "False", + "ss_datasets": [ + { + "batch_size_per_device": 4, + "bucket_info": { + "buckets": { + "0": { + "count": 29, + "resolution": [ + 768, + 448 + ] + }, + "1": { + "count": 58, + "resolution": [ + 1024, + 576 + ] + }, + "2": { + "count": 87, + "resolution": [ + 1024, + 640 + ] + }, + "3": { + "count": 29, + "resolution": [ + 1024, + 704 + ] + } + }, + "mean_img_ar_error": 0.05469536624504934 + }, + "enable_bucket": true, + "is_dreambooth": true, + "max_bucket_reso": 1024, + "min_bucket_reso": 256, + "num_reg_images": 0, + "num_train_images": 203, + "resolution": [ + 1024, + 1024 + ], + "subsets": [ + { + "class_tokens": null, + "color_aug": false, + "flip_aug": false, + "image_dir": "img", + "img_count": 7, + "is_reg": false, + "keep_tokens": 0, + "num_repeats": 29, + "random_crop": false, + "shuffle_caption": false + } + ], + "tag_frequency": { + "img": { + "blue": 7, + "bridge": 1, + "fence": 1, + "frost": 3, + "giant snowflake": 4, + "glare": 4, + "grass": 1, + "lens flare": 2, + "mountains": 1, + "river": 1, + "sky": 1, + "snow": 5, + "snowflake": 3, + "sun": 2, + "trees": 2, + "watermark": 2, + "winter": 3 + } + } + } + ], + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_learning_rate": 0.0005, + "ss_lowram": false, "ss_lr_scheduler": "cosine_with_restarts", - "ss_lr_warmup_steps": "0", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "225", - "ss_max_train_steps": "530", - "ss_min_snr_gamma": "5.0", + "ss_lr_warmup_steps": 0, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": 225, + "ss_max_train_steps": 530, + "ss_min_snr_gamma": 5.0, "ss_mixed_precision": "bf16", - "ss_multires_noise_discount": "0.3", - "ss_multires_noise_iterations": "6", - "ss_network_alpha": "16", - "ss_network_dim": "32", - "ss_network_dropout": "None", + "ss_multires_noise_discount": 0.3, + "ss_multires_noise_iterations": 6, + "ss_network_alpha": 16, + "ss_network_dim": 32, + "ss_network_dropout": null, "ss_network_module": "networks.lora", "ss_new_sd_model_hash": "e6bb9ea85bbf7bf6478a7c6d18b71246f22e95d41bcdd80ed40aa212c33cfeff", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "53", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "203", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 53, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 203, "ss_optimizer": "bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)", "ss_output_name": "Blue_Frost", - "ss_prior_loss_weight": "1.0", - "ss_scale_weight_norms": "None", + "ss_prior_loss_weight": 1.0, + "ss_scale_weight_norms": null, "ss_sd_model_hash": "be9edd61", "ss_sd_model_name": "128078.safetensors", "ss_sd_scripts_commit_hash": "9a60b8a0ba70cbc17c7c00a94639b472bfb28427", - "ss_seed": "2235261375", - "ss_session_id": "4190230167", - "ss_steps": "530", + "ss_seed": 2235261375, + "ss_session_id": 4190230167, + "ss_steps": 530, "ss_tag_frequency": { "img": { "blue": 7, @@ -78,13 +160,13 @@ "winter": 3 } }, - "ss_text_encoder_lr": "5e-05", - "ss_training_comment": "None", - "ss_training_finished_at": "1702336956.6607602", - "ss_training_started_at": "1702335728.7794135", - "ss_unet_lr": "0.0005", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.00005, + "ss_training_comment": null, + "ss_training_finished_at": 1702336956.6607602, + "ss_training_started_at": 1702335728.7794137, + "ss_unet_lr": 0.0005, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a534d8fc", "sshs_model_hash": "5327cef58b77939aa05573efc3535aee697fabb8dac2981ce36a0fee32556d49" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blue_frost_th-1.30_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/blue_frost_th-1.30_spn_ckpt1.00_size18.0.json index 0a95f758e712e7a0cc0d20fc922788a1fa8b00b2..e15abdeafbfc33ced73b49e181536606cdaf54f6 100644 --- a/ponyxl_loras_shrunk/blue_frost_th-1.30_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/blue_frost_th-1.30_spn_ckpt1.00_size18.0.json @@ -1,62 +1,144 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2023-12-11T23:22:36", - "modelspec.encoder_layer": "1", + "modelspec.encoder_layer": 1, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "Blue_Frost", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "1", + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": 1, "ss_dataset_dirs": { "img": { "img_count": 7, "n_repeats": 29 } }, - "ss_datasets": "[{\"is_dreambooth\": true, \"batch_size_per_device\": 4, \"num_train_images\": 203, \"num_reg_images\": 0, \"resolution\": [1024, 1024], \"enable_bucket\": true, \"min_bucket_reso\": 256, \"max_bucket_reso\": 1024, \"tag_frequency\": {\"img\": {\"blue\": 7, \"frost\": 3, \"snowflake\": 3, \"giant snowflake\": 4, \"snow\": 5, \"watermark\": 2, \"sky\": 1, \"trees\": 2, \"winter\": 3, \"river\": 1, \"mountains\": 1, \"bridge\": 1, \"glare\": 4, \"grass\": 1, \"fence\": 1, \"sun\": 2, \"lens flare\": 2}}, \"bucket_info\": {\"buckets\": {\"0\": {\"resolution\": [768, 448], \"count\": 29}, \"1\": {\"resolution\": [1024, 576], \"count\": 58}, \"2\": {\"resolution\": [1024, 640], \"count\": 87}, \"3\": {\"resolution\": [1024, 704], \"count\": 29}}, \"mean_img_ar_error\": 0.05469536624504934}, \"subsets\": [{\"img_count\": 7, \"num_repeats\": 29, \"color_aug\": false, \"flip_aug\": false, \"random_crop\": false, \"shuffle_caption\": false, \"keep_tokens\": 0, \"image_dir\": \"img\", \"class_tokens\": null, \"is_reg\": false}]}]", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_learning_rate": "0.0005", - "ss_lowram": "False", + "ss_datasets": [ + { + "batch_size_per_device": 4, + "bucket_info": { + "buckets": { + "0": { + "count": 29, + "resolution": [ + 768, + 448 + ] + }, + "1": { + "count": 58, + "resolution": [ + 1024, + 576 + ] + }, + "2": { + "count": 87, + "resolution": [ + 1024, + 640 + ] + }, + "3": { + "count": 29, + "resolution": [ + 1024, + 704 + ] + } + }, + "mean_img_ar_error": 0.05469536624504934 + }, + "enable_bucket": true, + "is_dreambooth": true, + "max_bucket_reso": 1024, + "min_bucket_reso": 256, + "num_reg_images": 0, + "num_train_images": 203, + "resolution": [ + 1024, + 1024 + ], + "subsets": [ + { + "class_tokens": null, + "color_aug": false, + "flip_aug": false, + "image_dir": "img", + "img_count": 7, + "is_reg": false, + "keep_tokens": 0, + "num_repeats": 29, + "random_crop": false, + "shuffle_caption": false + } + ], + "tag_frequency": { + "img": { + "blue": 7, + "bridge": 1, + "fence": 1, + "frost": 3, + "giant snowflake": 4, + "glare": 4, + "grass": 1, + "lens flare": 2, + "mountains": 1, + "river": 1, + "sky": 1, + "snow": 5, + "snowflake": 3, + "sun": 2, + "trees": 2, + "watermark": 2, + "winter": 3 + } + } + } + ], + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_learning_rate": 0.0005, + "ss_lowram": false, "ss_lr_scheduler": "cosine_with_restarts", - 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"ss_prior_loss_weight": "1.0", - "ss_scale_weight_norms": "None", + "ss_prior_loss_weight": 1.0, + "ss_scale_weight_norms": null, "ss_sd_model_hash": "be9edd61", "ss_sd_model_name": "128078.safetensors", "ss_sd_scripts_commit_hash": "9a60b8a0ba70cbc17c7c00a94639b472bfb28427", - "ss_seed": "2235261375", - "ss_session_id": "4190230167", - "ss_steps": "530", + "ss_seed": 2235261375, + "ss_session_id": 4190230167, + "ss_steps": 530, "ss_tag_frequency": { "img": { "blue": 7, @@ -78,13 +160,13 @@ "winter": 3 } }, - "ss_text_encoder_lr": "5e-05", - "ss_training_comment": "None", - "ss_training_finished_at": "1702336956.6607602", - "ss_training_started_at": "1702335728.7794135", - "ss_unet_lr": "0.0005", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.00005, + "ss_training_comment": null, + "ss_training_finished_at": 1702336956.6607602, + "ss_training_started_at": 1702335728.7794137, + "ss_unet_lr": 0.0005, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a534d8fc", "sshs_model_hash": "5327cef58b77939aa05573efc3535aee697fabb8dac2981ce36a0fee32556d49" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blue_frost_th-1.34_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/blue_frost_th-1.34_spn_ckpt1.00_size20.0.json index 0a95f758e712e7a0cc0d20fc922788a1fa8b00b2..e15abdeafbfc33ced73b49e181536606cdaf54f6 100644 --- a/ponyxl_loras_shrunk/blue_frost_th-1.34_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/blue_frost_th-1.34_spn_ckpt1.00_size20.0.json @@ -1,62 +1,144 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2023-12-11T23:22:36", - "modelspec.encoder_layer": "1", + "modelspec.encoder_layer": 1, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "Blue_Frost", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "1", + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": 1, "ss_dataset_dirs": { "img": { "img_count": 7, "n_repeats": 29 } }, - "ss_datasets": "[{\"is_dreambooth\": true, \"batch_size_per_device\": 4, \"num_train_images\": 203, \"num_reg_images\": 0, \"resolution\": [1024, 1024], \"enable_bucket\": true, \"min_bucket_reso\": 256, \"max_bucket_reso\": 1024, \"tag_frequency\": {\"img\": {\"blue\": 7, \"frost\": 3, \"snowflake\": 3, \"giant snowflake\": 4, \"snow\": 5, \"watermark\": 2, \"sky\": 1, \"trees\": 2, \"winter\": 3, \"river\": 1, \"mountains\": 1, \"bridge\": 1, \"glare\": 4, \"grass\": 1, \"fence\": 1, \"sun\": 2, \"lens flare\": 2}}, \"bucket_info\": {\"buckets\": {\"0\": {\"resolution\": [768, 448], \"count\": 29}, \"1\": {\"resolution\": [1024, 576], \"count\": 58}, \"2\": {\"resolution\": [1024, 640], \"count\": 87}, \"3\": {\"resolution\": [1024, 704], \"count\": 29}}, \"mean_img_ar_error\": 0.05469536624504934}, \"subsets\": [{\"img_count\": 7, \"num_repeats\": 29, \"color_aug\": false, \"flip_aug\": false, \"random_crop\": false, \"shuffle_caption\": false, \"keep_tokens\": 0, \"image_dir\": \"img\", \"class_tokens\": null, \"is_reg\": false}]}]", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_learning_rate": "0.0005", - "ss_lowram": "False", + "ss_datasets": [ + { + "batch_size_per_device": 4, + "bucket_info": { + "buckets": { + "0": { + "count": 29, + "resolution": [ + 768, + 448 + ] + }, + "1": { + "count": 58, + "resolution": [ + 1024, + 576 + ] + }, + "2": { + "count": 87, + "resolution": [ + 1024, + 640 + ] + }, + "3": { + "count": 29, + "resolution": [ + 1024, + 704 + ] + } + }, + "mean_img_ar_error": 0.05469536624504934 + }, + "enable_bucket": true, + "is_dreambooth": true, + "max_bucket_reso": 1024, + "min_bucket_reso": 256, + "num_reg_images": 0, + "num_train_images": 203, + "resolution": [ + 1024, + 1024 + ], + "subsets": [ + { + "class_tokens": null, + "color_aug": false, + "flip_aug": false, + "image_dir": "img", + "img_count": 7, + "is_reg": false, + "keep_tokens": 0, + "num_repeats": 29, + "random_crop": false, + "shuffle_caption": false + } + ], + "tag_frequency": { + "img": { + "blue": 7, + "bridge": 1, + "fence": 1, + "frost": 3, + "giant snowflake": 4, + "glare": 4, + "grass": 1, + "lens flare": 2, + "mountains": 1, + "river": 1, + "sky": 1, + "snow": 5, + "snowflake": 3, + "sun": 2, + "trees": 2, + "watermark": 2, + "winter": 3 + } + } + } + ], + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_learning_rate": 0.0005, + "ss_lowram": false, "ss_lr_scheduler": "cosine_with_restarts", - "ss_lr_warmup_steps": "0", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "225", - "ss_max_train_steps": "530", - "ss_min_snr_gamma": "5.0", + "ss_lr_warmup_steps": 0, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": 225, + "ss_max_train_steps": 530, + "ss_min_snr_gamma": 5.0, "ss_mixed_precision": "bf16", - "ss_multires_noise_discount": "0.3", - "ss_multires_noise_iterations": "6", - "ss_network_alpha": "16", - "ss_network_dim": "32", - "ss_network_dropout": "None", + "ss_multires_noise_discount": 0.3, + "ss_multires_noise_iterations": 6, + "ss_network_alpha": 16, + "ss_network_dim": 32, + "ss_network_dropout": null, "ss_network_module": "networks.lora", "ss_new_sd_model_hash": "e6bb9ea85bbf7bf6478a7c6d18b71246f22e95d41bcdd80ed40aa212c33cfeff", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "53", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "203", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 53, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 203, "ss_optimizer": "bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)", "ss_output_name": "Blue_Frost", - "ss_prior_loss_weight": "1.0", - "ss_scale_weight_norms": "None", + "ss_prior_loss_weight": 1.0, + "ss_scale_weight_norms": null, "ss_sd_model_hash": "be9edd61", "ss_sd_model_name": "128078.safetensors", "ss_sd_scripts_commit_hash": "9a60b8a0ba70cbc17c7c00a94639b472bfb28427", - "ss_seed": "2235261375", - "ss_session_id": "4190230167", - "ss_steps": "530", + "ss_seed": 2235261375, + "ss_session_id": 4190230167, + "ss_steps": 530, "ss_tag_frequency": { "img": { "blue": 7, @@ -78,13 +160,13 @@ "winter": 3 } }, - "ss_text_encoder_lr": "5e-05", - "ss_training_comment": "None", - "ss_training_finished_at": "1702336956.6607602", - "ss_training_started_at": "1702335728.7794135", - "ss_unet_lr": "0.0005", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.00005, + "ss_training_comment": null, + "ss_training_finished_at": 1702336956.6607602, + "ss_training_started_at": 1702335728.7794137, + "ss_unet_lr": 0.0005, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a534d8fc", "sshs_model_hash": "5327cef58b77939aa05573efc3535aee697fabb8dac2981ce36a0fee32556d49" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blue_frost_th-1.38_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/blue_frost_th-1.38_spn_ckpt1.00_size22.0.json index 0a95f758e712e7a0cc0d20fc922788a1fa8b00b2..e15abdeafbfc33ced73b49e181536606cdaf54f6 100644 --- a/ponyxl_loras_shrunk/blue_frost_th-1.38_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/blue_frost_th-1.38_spn_ckpt1.00_size22.0.json @@ -1,62 +1,144 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2023-12-11T23:22:36", - "modelspec.encoder_layer": "1", + "modelspec.encoder_layer": 1, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "Blue_Frost", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "1", + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": 1, "ss_dataset_dirs": { "img": { "img_count": 7, "n_repeats": 29 } }, - "ss_datasets": "[{\"is_dreambooth\": true, \"batch_size_per_device\": 4, \"num_train_images\": 203, \"num_reg_images\": 0, \"resolution\": [1024, 1024], \"enable_bucket\": true, \"min_bucket_reso\": 256, \"max_bucket_reso\": 1024, \"tag_frequency\": {\"img\": {\"blue\": 7, \"frost\": 3, \"snowflake\": 3, \"giant snowflake\": 4, \"snow\": 5, \"watermark\": 2, \"sky\": 1, \"trees\": 2, \"winter\": 3, \"river\": 1, \"mountains\": 1, \"bridge\": 1, \"glare\": 4, \"grass\": 1, \"fence\": 1, \"sun\": 2, \"lens flare\": 2}}, \"bucket_info\": {\"buckets\": {\"0\": {\"resolution\": [768, 448], \"count\": 29}, \"1\": {\"resolution\": [1024, 576], \"count\": 58}, \"2\": {\"resolution\": [1024, 640], \"count\": 87}, \"3\": {\"resolution\": [1024, 704], \"count\": 29}}, \"mean_img_ar_error\": 0.05469536624504934}, \"subsets\": [{\"img_count\": 7, \"num_repeats\": 29, \"color_aug\": false, \"flip_aug\": false, \"random_crop\": false, \"shuffle_caption\": false, \"keep_tokens\": 0, \"image_dir\": \"img\", \"class_tokens\": null, \"is_reg\": false}]}]", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_learning_rate": "0.0005", - "ss_lowram": "False", + "ss_datasets": [ + { + "batch_size_per_device": 4, + "bucket_info": { + "buckets": { + "0": { + "count": 29, + "resolution": [ + 768, + 448 + ] + }, + "1": { + "count": 58, + "resolution": [ + 1024, + 576 + ] + }, + "2": { + "count": 87, + "resolution": [ + 1024, + 640 + ] + }, + "3": { + "count": 29, + "resolution": [ + 1024, + 704 + ] + } + }, + "mean_img_ar_error": 0.05469536624504934 + }, + "enable_bucket": true, + "is_dreambooth": true, + "max_bucket_reso": 1024, + "min_bucket_reso": 256, + "num_reg_images": 0, + "num_train_images": 203, + "resolution": [ + 1024, + 1024 + ], + "subsets": [ + { + "class_tokens": null, + "color_aug": false, + "flip_aug": false, + "image_dir": "img", + "img_count": 7, + "is_reg": false, + "keep_tokens": 0, + "num_repeats": 29, + "random_crop": false, + "shuffle_caption": false + } + ], + "tag_frequency": { + "img": { + "blue": 7, + "bridge": 1, + "fence": 1, + "frost": 3, + "giant snowflake": 4, + "glare": 4, + "grass": 1, + "lens flare": 2, + "mountains": 1, + "river": 1, + "sky": 1, + "snow": 5, + "snowflake": 3, + "sun": 2, + "trees": 2, + "watermark": 2, + "winter": 3 + } + } + } + ], + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_learning_rate": 0.0005, + "ss_lowram": false, "ss_lr_scheduler": "cosine_with_restarts", - "ss_lr_warmup_steps": "0", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "225", - "ss_max_train_steps": "530", - "ss_min_snr_gamma": "5.0", + "ss_lr_warmup_steps": 0, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": 225, + "ss_max_train_steps": 530, + "ss_min_snr_gamma": 5.0, "ss_mixed_precision": "bf16", - "ss_multires_noise_discount": "0.3", - "ss_multires_noise_iterations": "6", - "ss_network_alpha": "16", - "ss_network_dim": "32", - "ss_network_dropout": "None", + "ss_multires_noise_discount": 0.3, + "ss_multires_noise_iterations": 6, + "ss_network_alpha": 16, + "ss_network_dim": 32, + "ss_network_dropout": null, "ss_network_module": "networks.lora", "ss_new_sd_model_hash": "e6bb9ea85bbf7bf6478a7c6d18b71246f22e95d41bcdd80ed40aa212c33cfeff", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "53", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "203", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 53, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 203, "ss_optimizer": "bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)", "ss_output_name": "Blue_Frost", - "ss_prior_loss_weight": "1.0", - "ss_scale_weight_norms": "None", + "ss_prior_loss_weight": 1.0, + "ss_scale_weight_norms": null, "ss_sd_model_hash": "be9edd61", "ss_sd_model_name": "128078.safetensors", "ss_sd_scripts_commit_hash": "9a60b8a0ba70cbc17c7c00a94639b472bfb28427", - "ss_seed": "2235261375", - "ss_session_id": "4190230167", - "ss_steps": "530", + "ss_seed": 2235261375, + "ss_session_id": 4190230167, + "ss_steps": 530, "ss_tag_frequency": { "img": { "blue": 7, @@ -78,13 +160,13 @@ "winter": 3 } }, - "ss_text_encoder_lr": "5e-05", - "ss_training_comment": "None", - "ss_training_finished_at": "1702336956.6607602", - "ss_training_started_at": "1702335728.7794135", - "ss_unet_lr": "0.0005", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.00005, + "ss_training_comment": null, + "ss_training_finished_at": 1702336956.6607602, + "ss_training_started_at": 1702335728.7794137, + "ss_unet_lr": 0.0005, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a534d8fc", "sshs_model_hash": "5327cef58b77939aa05573efc3535aee697fabb8dac2981ce36a0fee32556d49" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blue_frost_th-1.41_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/blue_frost_th-1.41_spn_ckpt1.00_size24.0.json index 0a95f758e712e7a0cc0d20fc922788a1fa8b00b2..e15abdeafbfc33ced73b49e181536606cdaf54f6 100644 --- a/ponyxl_loras_shrunk/blue_frost_th-1.41_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/blue_frost_th-1.41_spn_ckpt1.00_size24.0.json @@ -1,62 +1,144 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2023-12-11T23:22:36", - "modelspec.encoder_layer": "1", + "modelspec.encoder_layer": 1, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "Blue_Frost", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "1", + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": 1, "ss_dataset_dirs": { "img": { "img_count": 7, "n_repeats": 29 } }, - "ss_datasets": "[{\"is_dreambooth\": true, \"batch_size_per_device\": 4, \"num_train_images\": 203, \"num_reg_images\": 0, \"resolution\": [1024, 1024], \"enable_bucket\": true, \"min_bucket_reso\": 256, \"max_bucket_reso\": 1024, \"tag_frequency\": {\"img\": {\"blue\": 7, \"frost\": 3, \"snowflake\": 3, \"giant snowflake\": 4, \"snow\": 5, \"watermark\": 2, \"sky\": 1, \"trees\": 2, \"winter\": 3, \"river\": 1, \"mountains\": 1, \"bridge\": 1, \"glare\": 4, \"grass\": 1, \"fence\": 1, \"sun\": 2, \"lens flare\": 2}}, \"bucket_info\": {\"buckets\": {\"0\": {\"resolution\": [768, 448], \"count\": 29}, \"1\": {\"resolution\": [1024, 576], \"count\": 58}, \"2\": {\"resolution\": [1024, 640], \"count\": 87}, \"3\": {\"resolution\": [1024, 704], \"count\": 29}}, \"mean_img_ar_error\": 0.05469536624504934}, \"subsets\": [{\"img_count\": 7, \"num_repeats\": 29, \"color_aug\": false, \"flip_aug\": false, \"random_crop\": false, \"shuffle_caption\": false, \"keep_tokens\": 0, \"image_dir\": \"img\", \"class_tokens\": null, \"is_reg\": false}]}]", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_learning_rate": "0.0005", - "ss_lowram": "False", + "ss_datasets": [ + { + "batch_size_per_device": 4, + "bucket_info": { + "buckets": { + "0": { + "count": 29, + "resolution": [ + 768, + 448 + ] + }, + "1": { + "count": 58, + "resolution": [ + 1024, + 576 + ] + }, + "2": { + "count": 87, + "resolution": [ + 1024, + 640 + ] + }, + "3": { + "count": 29, + "resolution": [ + 1024, + 704 + ] + } + }, + "mean_img_ar_error": 0.05469536624504934 + }, + "enable_bucket": true, + "is_dreambooth": true, + "max_bucket_reso": 1024, + "min_bucket_reso": 256, + "num_reg_images": 0, + "num_train_images": 203, + "resolution": [ + 1024, + 1024 + ], + "subsets": [ + { + "class_tokens": null, + "color_aug": false, + "flip_aug": false, + "image_dir": "img", + "img_count": 7, + "is_reg": false, + "keep_tokens": 0, + "num_repeats": 29, + "random_crop": false, + "shuffle_caption": false + } + ], + "tag_frequency": { + "img": { + "blue": 7, + "bridge": 1, + "fence": 1, + "frost": 3, + "giant snowflake": 4, + "glare": 4, + "grass": 1, + "lens flare": 2, + "mountains": 1, + "river": 1, + "sky": 1, + "snow": 5, + "snowflake": 3, + "sun": 2, + "trees": 2, + "watermark": 2, + "winter": 3 + } + } + } + ], + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_learning_rate": 0.0005, + "ss_lowram": false, "ss_lr_scheduler": "cosine_with_restarts", - "ss_lr_warmup_steps": "0", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "225", - "ss_max_train_steps": "530", - "ss_min_snr_gamma": "5.0", + "ss_lr_warmup_steps": 0, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": 225, + "ss_max_train_steps": 530, + "ss_min_snr_gamma": 5.0, "ss_mixed_precision": "bf16", - "ss_multires_noise_discount": "0.3", - "ss_multires_noise_iterations": "6", - "ss_network_alpha": "16", - "ss_network_dim": "32", - "ss_network_dropout": "None", + "ss_multires_noise_discount": 0.3, + "ss_multires_noise_iterations": 6, + "ss_network_alpha": 16, + "ss_network_dim": 32, + "ss_network_dropout": null, "ss_network_module": "networks.lora", "ss_new_sd_model_hash": "e6bb9ea85bbf7bf6478a7c6d18b71246f22e95d41bcdd80ed40aa212c33cfeff", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "53", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "203", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 53, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 203, "ss_optimizer": "bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)", "ss_output_name": "Blue_Frost", - "ss_prior_loss_weight": "1.0", - "ss_scale_weight_norms": "None", + "ss_prior_loss_weight": 1.0, + "ss_scale_weight_norms": null, "ss_sd_model_hash": "be9edd61", "ss_sd_model_name": "128078.safetensors", "ss_sd_scripts_commit_hash": "9a60b8a0ba70cbc17c7c00a94639b472bfb28427", - "ss_seed": "2235261375", - "ss_session_id": "4190230167", - "ss_steps": "530", + "ss_seed": 2235261375, + "ss_session_id": 4190230167, + "ss_steps": 530, "ss_tag_frequency": { "img": { "blue": 7, @@ -78,13 +160,13 @@ "winter": 3 } }, - "ss_text_encoder_lr": "5e-05", - "ss_training_comment": "None", - "ss_training_finished_at": "1702336956.6607602", - "ss_training_started_at": "1702335728.7794135", - "ss_unet_lr": "0.0005", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.00005, + "ss_training_comment": null, + "ss_training_finished_at": 1702336956.6607602, + "ss_training_started_at": 1702335728.7794137, + "ss_unet_lr": 0.0005, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a534d8fc", "sshs_model_hash": "5327cef58b77939aa05573efc3535aee697fabb8dac2981ce36a0fee32556d49" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blue_frost_th-1.51_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/blue_frost_th-1.51_spn_ckpt1.00_size32.0.json index 0a95f758e712e7a0cc0d20fc922788a1fa8b00b2..e15abdeafbfc33ced73b49e181536606cdaf54f6 100644 --- a/ponyxl_loras_shrunk/blue_frost_th-1.51_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/blue_frost_th-1.51_spn_ckpt1.00_size32.0.json @@ -1,62 +1,144 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2023-12-11T23:22:36", - "modelspec.encoder_layer": "1", + "modelspec.encoder_layer": 1, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "Blue_Frost", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "1", + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": 1, "ss_dataset_dirs": { "img": { "img_count": 7, "n_repeats": 29 } }, - "ss_datasets": "[{\"is_dreambooth\": true, \"batch_size_per_device\": 4, \"num_train_images\": 203, \"num_reg_images\": 0, \"resolution\": [1024, 1024], \"enable_bucket\": true, \"min_bucket_reso\": 256, \"max_bucket_reso\": 1024, \"tag_frequency\": {\"img\": {\"blue\": 7, \"frost\": 3, \"snowflake\": 3, \"giant snowflake\": 4, \"snow\": 5, \"watermark\": 2, \"sky\": 1, \"trees\": 2, \"winter\": 3, \"river\": 1, \"mountains\": 1, \"bridge\": 1, \"glare\": 4, \"grass\": 1, \"fence\": 1, \"sun\": 2, \"lens flare\": 2}}, \"bucket_info\": {\"buckets\": {\"0\": {\"resolution\": [768, 448], \"count\": 29}, \"1\": {\"resolution\": [1024, 576], \"count\": 58}, \"2\": {\"resolution\": [1024, 640], \"count\": 87}, \"3\": {\"resolution\": [1024, 704], \"count\": 29}}, \"mean_img_ar_error\": 0.05469536624504934}, \"subsets\": [{\"img_count\": 7, \"num_repeats\": 29, \"color_aug\": false, \"flip_aug\": false, \"random_crop\": false, \"shuffle_caption\": false, \"keep_tokens\": 0, \"image_dir\": \"img\", \"class_tokens\": null, \"is_reg\": false}]}]", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_learning_rate": "0.0005", - "ss_lowram": "False", + "ss_datasets": [ + { + "batch_size_per_device": 4, + "bucket_info": { + "buckets": { + "0": { + "count": 29, + "resolution": [ + 768, + 448 + ] + }, + "1": { + "count": 58, + "resolution": [ + 1024, + 576 + ] + }, + "2": { + "count": 87, + "resolution": [ + 1024, + 640 + ] + }, + "3": { + "count": 29, + "resolution": [ + 1024, + 704 + ] + } + }, + "mean_img_ar_error": 0.05469536624504934 + }, + "enable_bucket": true, + "is_dreambooth": true, + "max_bucket_reso": 1024, + "min_bucket_reso": 256, + "num_reg_images": 0, + "num_train_images": 203, + "resolution": [ + 1024, + 1024 + ], + "subsets": [ + { + "class_tokens": null, + "color_aug": false, + "flip_aug": false, + "image_dir": "img", + "img_count": 7, + "is_reg": false, + "keep_tokens": 0, + "num_repeats": 29, + "random_crop": false, + "shuffle_caption": false + } + ], + "tag_frequency": { + "img": { + "blue": 7, + "bridge": 1, + "fence": 1, + "frost": 3, + "giant snowflake": 4, + "glare": 4, + "grass": 1, + "lens flare": 2, + "mountains": 1, + "river": 1, + "sky": 1, + "snow": 5, + "snowflake": 3, + "sun": 2, + "trees": 2, + "watermark": 2, + "winter": 3 + } + } + } + ], + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_learning_rate": 0.0005, + "ss_lowram": false, "ss_lr_scheduler": "cosine_with_restarts", - "ss_lr_warmup_steps": "0", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "225", - "ss_max_train_steps": "530", - "ss_min_snr_gamma": "5.0", + "ss_lr_warmup_steps": 0, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": 225, + "ss_max_train_steps": 530, + "ss_min_snr_gamma": 5.0, "ss_mixed_precision": "bf16", - "ss_multires_noise_discount": "0.3", - "ss_multires_noise_iterations": "6", - "ss_network_alpha": "16", - "ss_network_dim": "32", - "ss_network_dropout": "None", + "ss_multires_noise_discount": 0.3, + "ss_multires_noise_iterations": 6, + "ss_network_alpha": 16, + "ss_network_dim": 32, + "ss_network_dropout": null, "ss_network_module": "networks.lora", "ss_new_sd_model_hash": "e6bb9ea85bbf7bf6478a7c6d18b71246f22e95d41bcdd80ed40aa212c33cfeff", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "53", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "203", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 53, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 203, "ss_optimizer": "bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)", "ss_output_name": "Blue_Frost", - "ss_prior_loss_weight": "1.0", - "ss_scale_weight_norms": "None", + "ss_prior_loss_weight": 1.0, + "ss_scale_weight_norms": null, "ss_sd_model_hash": "be9edd61", "ss_sd_model_name": "128078.safetensors", "ss_sd_scripts_commit_hash": "9a60b8a0ba70cbc17c7c00a94639b472bfb28427", - "ss_seed": "2235261375", - "ss_session_id": "4190230167", - "ss_steps": "530", + "ss_seed": 2235261375, + "ss_session_id": 4190230167, + "ss_steps": 530, "ss_tag_frequency": { "img": { "blue": 7, @@ -78,13 +160,13 @@ "winter": 3 } }, - "ss_text_encoder_lr": "5e-05", - "ss_training_comment": "None", - "ss_training_finished_at": "1702336956.6607602", - "ss_training_started_at": "1702335728.7794135", - "ss_unet_lr": "0.0005", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.00005, + "ss_training_comment": null, + "ss_training_finished_at": 1702336956.6607602, + "ss_training_started_at": 1702335728.7794137, + "ss_unet_lr": 0.0005, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a534d8fc", "sshs_model_hash": "5327cef58b77939aa05573efc3535aee697fabb8dac2981ce36a0fee32556d49" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blue_frost_th-1.81_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/blue_frost_th-1.81_fro_ckpt1.00_size4.0.json index 0a95f758e712e7a0cc0d20fc922788a1fa8b00b2..e15abdeafbfc33ced73b49e181536606cdaf54f6 100644 --- a/ponyxl_loras_shrunk/blue_frost_th-1.81_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/blue_frost_th-1.81_fro_ckpt1.00_size4.0.json @@ -1,62 +1,144 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2023-12-11T23:22:36", - "modelspec.encoder_layer": "1", + "modelspec.encoder_layer": 1, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "Blue_Frost", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "1", + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": 1, "ss_dataset_dirs": { "img": { "img_count": 7, "n_repeats": 29 } }, - "ss_datasets": "[{\"is_dreambooth\": true, \"batch_size_per_device\": 4, \"num_train_images\": 203, \"num_reg_images\": 0, \"resolution\": [1024, 1024], \"enable_bucket\": true, \"min_bucket_reso\": 256, \"max_bucket_reso\": 1024, \"tag_frequency\": {\"img\": {\"blue\": 7, \"frost\": 3, \"snowflake\": 3, \"giant snowflake\": 4, \"snow\": 5, \"watermark\": 2, \"sky\": 1, \"trees\": 2, \"winter\": 3, \"river\": 1, \"mountains\": 1, \"bridge\": 1, \"glare\": 4, \"grass\": 1, \"fence\": 1, \"sun\": 2, \"lens flare\": 2}}, \"bucket_info\": {\"buckets\": {\"0\": {\"resolution\": [768, 448], \"count\": 29}, \"1\": {\"resolution\": [1024, 576], \"count\": 58}, \"2\": {\"resolution\": [1024, 640], \"count\": 87}, \"3\": {\"resolution\": [1024, 704], \"count\": 29}}, \"mean_img_ar_error\": 0.05469536624504934}, \"subsets\": [{\"img_count\": 7, \"num_repeats\": 29, \"color_aug\": false, \"flip_aug\": false, \"random_crop\": false, \"shuffle_caption\": false, \"keep_tokens\": 0, \"image_dir\": \"img\", \"class_tokens\": null, \"is_reg\": false}]}]", - 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"ss_prior_loss_weight": "1.0", - "ss_scale_weight_norms": "None", + "ss_prior_loss_weight": 1.0, + "ss_scale_weight_norms": null, "ss_sd_model_hash": "be9edd61", "ss_sd_model_name": "128078.safetensors", "ss_sd_scripts_commit_hash": "9a60b8a0ba70cbc17c7c00a94639b472bfb28427", - "ss_seed": "2235261375", - "ss_session_id": "4190230167", - "ss_steps": "530", + "ss_seed": 2235261375, + "ss_session_id": 4190230167, + "ss_steps": 530, "ss_tag_frequency": { "img": { "blue": 7, @@ -78,13 +160,13 @@ "winter": 3 } }, - "ss_text_encoder_lr": "5e-05", - "ss_training_comment": "None", - "ss_training_finished_at": "1702336956.6607602", - "ss_training_started_at": "1702335728.7794135", - "ss_unet_lr": "0.0005", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.00005, + "ss_training_comment": null, + "ss_training_finished_at": 1702336956.6607602, + "ss_training_started_at": 1702335728.7794137, + "ss_unet_lr": 0.0005, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a534d8fc", "sshs_model_hash": "5327cef58b77939aa05573efc3535aee697fabb8dac2981ce36a0fee32556d49" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blue_frost_th-1.99_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/blue_frost_th-1.99_fro_ckpt1.00_size8.0.json index 0a95f758e712e7a0cc0d20fc922788a1fa8b00b2..e15abdeafbfc33ced73b49e181536606cdaf54f6 100644 --- a/ponyxl_loras_shrunk/blue_frost_th-1.99_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/blue_frost_th-1.99_fro_ckpt1.00_size8.0.json @@ -1,62 +1,144 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2023-12-11T23:22:36", - "modelspec.encoder_layer": "1", + "modelspec.encoder_layer": 1, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "Blue_Frost", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "1", + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": 1, "ss_dataset_dirs": { "img": { "img_count": 7, "n_repeats": 29 } }, - "ss_datasets": "[{\"is_dreambooth\": true, \"batch_size_per_device\": 4, \"num_train_images\": 203, \"num_reg_images\": 0, \"resolution\": [1024, 1024], \"enable_bucket\": true, \"min_bucket_reso\": 256, \"max_bucket_reso\": 1024, \"tag_frequency\": {\"img\": {\"blue\": 7, \"frost\": 3, \"snowflake\": 3, \"giant snowflake\": 4, \"snow\": 5, \"watermark\": 2, \"sky\": 1, \"trees\": 2, \"winter\": 3, \"river\": 1, \"mountains\": 1, \"bridge\": 1, \"glare\": 4, \"grass\": 1, \"fence\": 1, \"sun\": 2, \"lens flare\": 2}}, \"bucket_info\": {\"buckets\": {\"0\": {\"resolution\": [768, 448], \"count\": 29}, \"1\": {\"resolution\": [1024, 576], \"count\": 58}, \"2\": {\"resolution\": [1024, 640], \"count\": 87}, \"3\": {\"resolution\": [1024, 704], \"count\": 29}}, \"mean_img_ar_error\": 0.05469536624504934}, \"subsets\": [{\"img_count\": 7, \"num_repeats\": 29, \"color_aug\": false, \"flip_aug\": false, \"random_crop\": false, \"shuffle_caption\": false, \"keep_tokens\": 0, \"image_dir\": \"img\", \"class_tokens\": null, \"is_reg\": false}]}]", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_learning_rate": "0.0005", - "ss_lowram": "False", + "ss_datasets": [ + { + "batch_size_per_device": 4, + "bucket_info": { + "buckets": { + "0": { + "count": 29, + "resolution": [ + 768, + 448 + ] + }, + "1": { + "count": 58, + "resolution": [ + 1024, + 576 + ] + }, + "2": { + "count": 87, + "resolution": [ + 1024, + 640 + ] + }, + "3": { + "count": 29, + "resolution": [ + 1024, + 704 + ] + } + }, + "mean_img_ar_error": 0.05469536624504934 + }, + "enable_bucket": true, + "is_dreambooth": true, + "max_bucket_reso": 1024, + "min_bucket_reso": 256, + "num_reg_images": 0, + "num_train_images": 203, + "resolution": [ + 1024, + 1024 + ], + "subsets": [ + { + "class_tokens": null, + "color_aug": false, + "flip_aug": false, + "image_dir": "img", + "img_count": 7, + "is_reg": false, + "keep_tokens": 0, + "num_repeats": 29, + "random_crop": false, + "shuffle_caption": false + } + ], + "tag_frequency": { + "img": { + "blue": 7, + "bridge": 1, + "fence": 1, + "frost": 3, + "giant snowflake": 4, + "glare": 4, + "grass": 1, + "lens flare": 2, + "mountains": 1, + "river": 1, + "sky": 1, + "snow": 5, + "snowflake": 3, + "sun": 2, + "trees": 2, + "watermark": 2, + "winter": 3 + } + } + } + ], + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_learning_rate": 0.0005, + "ss_lowram": false, "ss_lr_scheduler": "cosine_with_restarts", - "ss_lr_warmup_steps": "0", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "225", - "ss_max_train_steps": "530", - "ss_min_snr_gamma": "5.0", + "ss_lr_warmup_steps": 0, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": 225, + "ss_max_train_steps": 530, + "ss_min_snr_gamma": 5.0, "ss_mixed_precision": "bf16", - "ss_multires_noise_discount": "0.3", - "ss_multires_noise_iterations": "6", - "ss_network_alpha": "16", - "ss_network_dim": "32", - "ss_network_dropout": "None", + "ss_multires_noise_discount": 0.3, + "ss_multires_noise_iterations": 6, + "ss_network_alpha": 16, + "ss_network_dim": 32, + "ss_network_dropout": null, "ss_network_module": "networks.lora", "ss_new_sd_model_hash": "e6bb9ea85bbf7bf6478a7c6d18b71246f22e95d41bcdd80ed40aa212c33cfeff", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "53", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "203", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 53, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 203, "ss_optimizer": "bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)", "ss_output_name": "Blue_Frost", - "ss_prior_loss_weight": "1.0", - "ss_scale_weight_norms": "None", + "ss_prior_loss_weight": 1.0, + "ss_scale_weight_norms": null, "ss_sd_model_hash": "be9edd61", "ss_sd_model_name": "128078.safetensors", "ss_sd_scripts_commit_hash": "9a60b8a0ba70cbc17c7c00a94639b472bfb28427", - "ss_seed": "2235261375", - "ss_session_id": "4190230167", - "ss_steps": "530", + "ss_seed": 2235261375, + "ss_session_id": 4190230167, + "ss_steps": 530, "ss_tag_frequency": { "img": { "blue": 7, @@ -78,13 +160,13 @@ "winter": 3 } }, - "ss_text_encoder_lr": "5e-05", - "ss_training_comment": "None", - "ss_training_finished_at": "1702336956.6607602", - "ss_training_started_at": "1702335728.7794135", - "ss_unet_lr": "0.0005", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.00005, + "ss_training_comment": null, + "ss_training_finished_at": 1702336956.6607602, + "ss_training_started_at": 1702335728.7794137, + "ss_unet_lr": 0.0005, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a534d8fc", "sshs_model_hash": "5327cef58b77939aa05573efc3535aee697fabb8dac2981ce36a0fee32556d49" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blue_frost_th-2.12_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/blue_frost_th-2.12_fro_ckpt1.00_size12.0.json index 0a95f758e712e7a0cc0d20fc922788a1fa8b00b2..e15abdeafbfc33ced73b49e181536606cdaf54f6 100644 --- a/ponyxl_loras_shrunk/blue_frost_th-2.12_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/blue_frost_th-2.12_fro_ckpt1.00_size12.0.json @@ -1,62 +1,144 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2023-12-11T23:22:36", - "modelspec.encoder_layer": "1", + "modelspec.encoder_layer": 1, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "Blue_Frost", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "1", + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": 1, "ss_dataset_dirs": { "img": { "img_count": 7, "n_repeats": 29 } }, - "ss_datasets": "[{\"is_dreambooth\": true, \"batch_size_per_device\": 4, \"num_train_images\": 203, \"num_reg_images\": 0, \"resolution\": [1024, 1024], \"enable_bucket\": true, \"min_bucket_reso\": 256, \"max_bucket_reso\": 1024, \"tag_frequency\": {\"img\": {\"blue\": 7, \"frost\": 3, \"snowflake\": 3, \"giant snowflake\": 4, \"snow\": 5, \"watermark\": 2, \"sky\": 1, \"trees\": 2, \"winter\": 3, \"river\": 1, \"mountains\": 1, \"bridge\": 1, \"glare\": 4, \"grass\": 1, \"fence\": 1, \"sun\": 2, \"lens flare\": 2}}, \"bucket_info\": {\"buckets\": {\"0\": {\"resolution\": [768, 448], \"count\": 29}, \"1\": {\"resolution\": [1024, 576], \"count\": 58}, \"2\": {\"resolution\": [1024, 640], \"count\": 87}, \"3\": {\"resolution\": [1024, 704], \"count\": 29}}, \"mean_img_ar_error\": 0.05469536624504934}, \"subsets\": [{\"img_count\": 7, \"num_repeats\": 29, \"color_aug\": false, \"flip_aug\": false, \"random_crop\": false, \"shuffle_caption\": false, \"keep_tokens\": 0, \"image_dir\": \"img\", \"class_tokens\": null, \"is_reg\": false}]}]", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_learning_rate": "0.0005", - "ss_lowram": "False", + "ss_datasets": [ + { + "batch_size_per_device": 4, + "bucket_info": { + "buckets": { + "0": { + "count": 29, + "resolution": [ + 768, + 448 + ] + }, + "1": { + "count": 58, + "resolution": [ + 1024, + 576 + ] + }, + "2": { + "count": 87, + "resolution": [ + 1024, + 640 + ] + }, + "3": { + "count": 29, + "resolution": [ + 1024, + 704 + ] + } + }, + "mean_img_ar_error": 0.05469536624504934 + }, + "enable_bucket": true, + "is_dreambooth": true, + "max_bucket_reso": 1024, + "min_bucket_reso": 256, + "num_reg_images": 0, + "num_train_images": 203, + "resolution": [ + 1024, + 1024 + ], + "subsets": [ + { + "class_tokens": null, + "color_aug": false, + "flip_aug": false, + "image_dir": "img", + "img_count": 7, + "is_reg": false, + "keep_tokens": 0, + "num_repeats": 29, + "random_crop": false, + "shuffle_caption": false + } + ], + "tag_frequency": { + "img": { + "blue": 7, + "bridge": 1, + "fence": 1, + "frost": 3, + "giant snowflake": 4, + "glare": 4, + "grass": 1, + "lens flare": 2, + "mountains": 1, + "river": 1, + "sky": 1, + "snow": 5, + "snowflake": 3, + "sun": 2, + "trees": 2, + "watermark": 2, + "winter": 3 + } + } + } + ], + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_learning_rate": 0.0005, + "ss_lowram": false, "ss_lr_scheduler": "cosine_with_restarts", - "ss_lr_warmup_steps": "0", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "225", - "ss_max_train_steps": "530", - "ss_min_snr_gamma": "5.0", + "ss_lr_warmup_steps": 0, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": 225, + "ss_max_train_steps": 530, + "ss_min_snr_gamma": 5.0, "ss_mixed_precision": "bf16", - "ss_multires_noise_discount": "0.3", - "ss_multires_noise_iterations": "6", - "ss_network_alpha": "16", - "ss_network_dim": "32", - "ss_network_dropout": "None", + "ss_multires_noise_discount": 0.3, + "ss_multires_noise_iterations": 6, + "ss_network_alpha": 16, + "ss_network_dim": 32, + "ss_network_dropout": null, "ss_network_module": "networks.lora", "ss_new_sd_model_hash": "e6bb9ea85bbf7bf6478a7c6d18b71246f22e95d41bcdd80ed40aa212c33cfeff", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "53", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "203", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 53, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 203, "ss_optimizer": "bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)", "ss_output_name": "Blue_Frost", - "ss_prior_loss_weight": "1.0", - "ss_scale_weight_norms": "None", + "ss_prior_loss_weight": 1.0, + "ss_scale_weight_norms": null, "ss_sd_model_hash": "be9edd61", "ss_sd_model_name": "128078.safetensors", "ss_sd_scripts_commit_hash": "9a60b8a0ba70cbc17c7c00a94639b472bfb28427", - "ss_seed": "2235261375", - "ss_session_id": "4190230167", - "ss_steps": "530", + "ss_seed": 2235261375, + "ss_session_id": 4190230167, + "ss_steps": 530, "ss_tag_frequency": { "img": { "blue": 7, @@ -78,13 +160,13 @@ "winter": 3 } }, - "ss_text_encoder_lr": "5e-05", - "ss_training_comment": "None", - "ss_training_finished_at": "1702336956.6607602", - "ss_training_started_at": "1702335728.7794135", - "ss_unet_lr": "0.0005", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.00005, + "ss_training_comment": null, + "ss_training_finished_at": 1702336956.6607602, + "ss_training_started_at": 1702335728.7794137, + "ss_unet_lr": 0.0005, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a534d8fc", "sshs_model_hash": "5327cef58b77939aa05573efc3535aee697fabb8dac2981ce36a0fee32556d49" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blue_frost_th-2.17_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/blue_frost_th-2.17_fro_ckpt1.00_size14.0.json index 0a95f758e712e7a0cc0d20fc922788a1fa8b00b2..e15abdeafbfc33ced73b49e181536606cdaf54f6 100644 --- a/ponyxl_loras_shrunk/blue_frost_th-2.17_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/blue_frost_th-2.17_fro_ckpt1.00_size14.0.json @@ -1,62 +1,144 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2023-12-11T23:22:36", - "modelspec.encoder_layer": "1", + "modelspec.encoder_layer": 1, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "Blue_Frost", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "1", + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": 1, "ss_dataset_dirs": { "img": { "img_count": 7, "n_repeats": 29 } }, - "ss_datasets": "[{\"is_dreambooth\": true, \"batch_size_per_device\": 4, \"num_train_images\": 203, \"num_reg_images\": 0, \"resolution\": [1024, 1024], \"enable_bucket\": true, \"min_bucket_reso\": 256, \"max_bucket_reso\": 1024, \"tag_frequency\": {\"img\": {\"blue\": 7, \"frost\": 3, \"snowflake\": 3, \"giant snowflake\": 4, \"snow\": 5, \"watermark\": 2, \"sky\": 1, \"trees\": 2, \"winter\": 3, \"river\": 1, \"mountains\": 1, \"bridge\": 1, \"glare\": 4, \"grass\": 1, \"fence\": 1, \"sun\": 2, \"lens flare\": 2}}, \"bucket_info\": {\"buckets\": {\"0\": {\"resolution\": [768, 448], \"count\": 29}, \"1\": {\"resolution\": [1024, 576], \"count\": 58}, \"2\": {\"resolution\": [1024, 640], \"count\": 87}, \"3\": {\"resolution\": [1024, 704], \"count\": 29}}, \"mean_img_ar_error\": 0.05469536624504934}, \"subsets\": [{\"img_count\": 7, \"num_repeats\": 29, \"color_aug\": false, \"flip_aug\": false, \"random_crop\": false, \"shuffle_caption\": false, \"keep_tokens\": 0, \"image_dir\": \"img\", \"class_tokens\": null, \"is_reg\": false}]}]", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_learning_rate": "0.0005", - "ss_lowram": "False", + "ss_datasets": [ + { + "batch_size_per_device": 4, + "bucket_info": { + "buckets": { + "0": { + "count": 29, + "resolution": [ + 768, + 448 + ] + }, + "1": { + "count": 58, + "resolution": [ + 1024, + 576 + ] + }, + "2": { + "count": 87, + "resolution": [ + 1024, + 640 + ] + }, + "3": { + "count": 29, + "resolution": [ + 1024, + 704 + ] + } + }, + "mean_img_ar_error": 0.05469536624504934 + }, + "enable_bucket": true, + "is_dreambooth": true, + "max_bucket_reso": 1024, + "min_bucket_reso": 256, + "num_reg_images": 0, + "num_train_images": 203, + "resolution": [ + 1024, + 1024 + ], + "subsets": [ + { + "class_tokens": null, + "color_aug": false, + "flip_aug": false, + "image_dir": "img", + "img_count": 7, + "is_reg": false, + "keep_tokens": 0, + "num_repeats": 29, + "random_crop": false, + "shuffle_caption": false + } + ], + "tag_frequency": { + "img": { + "blue": 7, + "bridge": 1, + "fence": 1, + "frost": 3, + "giant snowflake": 4, + "glare": 4, + "grass": 1, + "lens flare": 2, + "mountains": 1, + "river": 1, + "sky": 1, + "snow": 5, + "snowflake": 3, + "sun": 2, + "trees": 2, + "watermark": 2, + "winter": 3 + } + } + } + ], + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_learning_rate": 0.0005, + "ss_lowram": false, "ss_lr_scheduler": "cosine_with_restarts", - "ss_lr_warmup_steps": "0", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "225", - "ss_max_train_steps": "530", - "ss_min_snr_gamma": "5.0", + "ss_lr_warmup_steps": 0, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": 225, + "ss_max_train_steps": 530, + "ss_min_snr_gamma": 5.0, "ss_mixed_precision": "bf16", - "ss_multires_noise_discount": "0.3", - "ss_multires_noise_iterations": "6", - "ss_network_alpha": "16", - "ss_network_dim": "32", - "ss_network_dropout": "None", + "ss_multires_noise_discount": 0.3, + "ss_multires_noise_iterations": 6, + "ss_network_alpha": 16, + "ss_network_dim": 32, + "ss_network_dropout": null, "ss_network_module": "networks.lora", "ss_new_sd_model_hash": "e6bb9ea85bbf7bf6478a7c6d18b71246f22e95d41bcdd80ed40aa212c33cfeff", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "53", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "203", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 53, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 203, "ss_optimizer": "bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)", "ss_output_name": "Blue_Frost", - "ss_prior_loss_weight": "1.0", - "ss_scale_weight_norms": "None", + "ss_prior_loss_weight": 1.0, + "ss_scale_weight_norms": null, "ss_sd_model_hash": "be9edd61", "ss_sd_model_name": "128078.safetensors", "ss_sd_scripts_commit_hash": "9a60b8a0ba70cbc17c7c00a94639b472bfb28427", - "ss_seed": "2235261375", - "ss_session_id": "4190230167", - "ss_steps": "530", + "ss_seed": 2235261375, + "ss_session_id": 4190230167, + "ss_steps": 530, "ss_tag_frequency": { "img": { "blue": 7, @@ -78,13 +160,13 @@ "winter": 3 } }, - "ss_text_encoder_lr": "5e-05", - "ss_training_comment": "None", - "ss_training_finished_at": "1702336956.6607602", - "ss_training_started_at": "1702335728.7794135", - "ss_unet_lr": "0.0005", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.00005, + "ss_training_comment": null, + "ss_training_finished_at": 1702336956.6607602, + "ss_training_started_at": 1702335728.7794137, + "ss_unet_lr": 0.0005, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a534d8fc", "sshs_model_hash": "5327cef58b77939aa05573efc3535aee697fabb8dac2981ce36a0fee32556d49" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blue_frost_th-2.22_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/blue_frost_th-2.22_fro_ckpt1.00_size16.0.json index 0a95f758e712e7a0cc0d20fc922788a1fa8b00b2..e15abdeafbfc33ced73b49e181536606cdaf54f6 100644 --- a/ponyxl_loras_shrunk/blue_frost_th-2.22_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/blue_frost_th-2.22_fro_ckpt1.00_size16.0.json @@ -1,62 +1,144 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2023-12-11T23:22:36", - "modelspec.encoder_layer": "1", + "modelspec.encoder_layer": 1, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "Blue_Frost", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "1", + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": 1, "ss_dataset_dirs": { "img": { "img_count": 7, "n_repeats": 29 } }, - "ss_datasets": "[{\"is_dreambooth\": true, \"batch_size_per_device\": 4, \"num_train_images\": 203, \"num_reg_images\": 0, \"resolution\": [1024, 1024], \"enable_bucket\": true, \"min_bucket_reso\": 256, \"max_bucket_reso\": 1024, \"tag_frequency\": {\"img\": {\"blue\": 7, \"frost\": 3, \"snowflake\": 3, \"giant snowflake\": 4, \"snow\": 5, \"watermark\": 2, \"sky\": 1, \"trees\": 2, \"winter\": 3, \"river\": 1, \"mountains\": 1, \"bridge\": 1, \"glare\": 4, \"grass\": 1, \"fence\": 1, \"sun\": 2, \"lens flare\": 2}}, \"bucket_info\": {\"buckets\": {\"0\": {\"resolution\": [768, 448], \"count\": 29}, \"1\": {\"resolution\": [1024, 576], \"count\": 58}, \"2\": {\"resolution\": [1024, 640], \"count\": 87}, \"3\": {\"resolution\": [1024, 704], \"count\": 29}}, \"mean_img_ar_error\": 0.05469536624504934}, \"subsets\": [{\"img_count\": 7, \"num_repeats\": 29, \"color_aug\": false, \"flip_aug\": false, \"random_crop\": false, \"shuffle_caption\": false, \"keep_tokens\": 0, \"image_dir\": \"img\", \"class_tokens\": null, \"is_reg\": false}]}]", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_learning_rate": "0.0005", - "ss_lowram": "False", + "ss_datasets": [ + { + "batch_size_per_device": 4, + "bucket_info": { + "buckets": { + "0": { + "count": 29, + "resolution": [ + 768, + 448 + ] + }, + "1": { + "count": 58, + "resolution": [ + 1024, + 576 + ] + }, + "2": { + "count": 87, + "resolution": [ + 1024, + 640 + ] + }, + "3": { + "count": 29, + "resolution": [ + 1024, + 704 + ] + } + }, + "mean_img_ar_error": 0.05469536624504934 + }, + "enable_bucket": true, + "is_dreambooth": true, + "max_bucket_reso": 1024, + "min_bucket_reso": 256, + "num_reg_images": 0, + "num_train_images": 203, + "resolution": [ + 1024, + 1024 + ], + "subsets": [ + { + "class_tokens": null, + "color_aug": false, + "flip_aug": false, + "image_dir": "img", + "img_count": 7, + "is_reg": false, + "keep_tokens": 0, + "num_repeats": 29, + "random_crop": false, + "shuffle_caption": false + } + ], + "tag_frequency": { + "img": { + "blue": 7, + "bridge": 1, + "fence": 1, + "frost": 3, + "giant snowflake": 4, + "glare": 4, + "grass": 1, + "lens flare": 2, + "mountains": 1, + "river": 1, + "sky": 1, + "snow": 5, + "snowflake": 3, + "sun": 2, + "trees": 2, + "watermark": 2, + "winter": 3 + } + } + } + ], + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_learning_rate": 0.0005, + "ss_lowram": false, "ss_lr_scheduler": "cosine_with_restarts", - "ss_lr_warmup_steps": "0", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "225", - "ss_max_train_steps": "530", - "ss_min_snr_gamma": "5.0", + "ss_lr_warmup_steps": 0, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": 225, + "ss_max_train_steps": 530, + "ss_min_snr_gamma": 5.0, "ss_mixed_precision": "bf16", - "ss_multires_noise_discount": "0.3", - "ss_multires_noise_iterations": "6", - "ss_network_alpha": "16", - "ss_network_dim": "32", - "ss_network_dropout": "None", + "ss_multires_noise_discount": 0.3, + "ss_multires_noise_iterations": 6, + "ss_network_alpha": 16, + "ss_network_dim": 32, + "ss_network_dropout": null, "ss_network_module": "networks.lora", "ss_new_sd_model_hash": "e6bb9ea85bbf7bf6478a7c6d18b71246f22e95d41bcdd80ed40aa212c33cfeff", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "53", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "203", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 53, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 203, "ss_optimizer": "bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)", "ss_output_name": "Blue_Frost", - "ss_prior_loss_weight": "1.0", - "ss_scale_weight_norms": "None", + "ss_prior_loss_weight": 1.0, + "ss_scale_weight_norms": null, "ss_sd_model_hash": "be9edd61", "ss_sd_model_name": "128078.safetensors", "ss_sd_scripts_commit_hash": "9a60b8a0ba70cbc17c7c00a94639b472bfb28427", - "ss_seed": "2235261375", - "ss_session_id": "4190230167", - "ss_steps": "530", + "ss_seed": 2235261375, + "ss_session_id": 4190230167, + "ss_steps": 530, "ss_tag_frequency": { "img": { "blue": 7, @@ -78,13 +160,13 @@ "winter": 3 } }, - "ss_text_encoder_lr": "5e-05", - "ss_training_comment": "None", - "ss_training_finished_at": "1702336956.6607602", - "ss_training_started_at": "1702335728.7794135", - "ss_unet_lr": "0.0005", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.00005, + "ss_training_comment": null, + "ss_training_finished_at": 1702336956.6607602, + "ss_training_started_at": 1702335728.7794137, + "ss_unet_lr": 0.0005, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a534d8fc", "sshs_model_hash": "5327cef58b77939aa05573efc3535aee697fabb8dac2981ce36a0fee32556d49" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blue_frost_th-2.26_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/blue_frost_th-2.26_fro_ckpt1.00_size18.0.json index 0a95f758e712e7a0cc0d20fc922788a1fa8b00b2..e15abdeafbfc33ced73b49e181536606cdaf54f6 100644 --- a/ponyxl_loras_shrunk/blue_frost_th-2.26_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/blue_frost_th-2.26_fro_ckpt1.00_size18.0.json @@ -1,62 +1,144 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2023-12-11T23:22:36", - 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"ss_prior_loss_weight": "1.0", - "ss_scale_weight_norms": "None", + "ss_prior_loss_weight": 1.0, + "ss_scale_weight_norms": null, "ss_sd_model_hash": "be9edd61", "ss_sd_model_name": "128078.safetensors", "ss_sd_scripts_commit_hash": "9a60b8a0ba70cbc17c7c00a94639b472bfb28427", - "ss_seed": "2235261375", - "ss_session_id": "4190230167", - "ss_steps": "530", + "ss_seed": 2235261375, + "ss_session_id": 4190230167, + "ss_steps": 530, "ss_tag_frequency": { "img": { "blue": 7, @@ -78,13 +160,13 @@ "winter": 3 } }, - "ss_text_encoder_lr": "5e-05", - "ss_training_comment": "None", - "ss_training_finished_at": "1702336956.6607602", - "ss_training_started_at": "1702335728.7794135", - "ss_unet_lr": "0.0005", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.00005, + "ss_training_comment": null, + "ss_training_finished_at": 1702336956.6607602, + "ss_training_started_at": 1702335728.7794137, + "ss_unet_lr": 0.0005, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a534d8fc", "sshs_model_hash": "5327cef58b77939aa05573efc3535aee697fabb8dac2981ce36a0fee32556d49" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blue_frost_th-2.29_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/blue_frost_th-2.29_fro_ckpt1.00_size20.0.json index 0a95f758e712e7a0cc0d20fc922788a1fa8b00b2..e15abdeafbfc33ced73b49e181536606cdaf54f6 100644 --- a/ponyxl_loras_shrunk/blue_frost_th-2.29_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/blue_frost_th-2.29_fro_ckpt1.00_size20.0.json @@ -1,62 +1,144 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2023-12-11T23:22:36", - "modelspec.encoder_layer": "1", + "modelspec.encoder_layer": 1, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "Blue_Frost", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "1", + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": 1, "ss_dataset_dirs": { "img": { "img_count": 7, "n_repeats": 29 } }, - "ss_datasets": "[{\"is_dreambooth\": true, \"batch_size_per_device\": 4, \"num_train_images\": 203, \"num_reg_images\": 0, \"resolution\": [1024, 1024], \"enable_bucket\": true, \"min_bucket_reso\": 256, \"max_bucket_reso\": 1024, \"tag_frequency\": {\"img\": {\"blue\": 7, \"frost\": 3, \"snowflake\": 3, \"giant snowflake\": 4, \"snow\": 5, \"watermark\": 2, \"sky\": 1, \"trees\": 2, \"winter\": 3, \"river\": 1, \"mountains\": 1, \"bridge\": 1, \"glare\": 4, \"grass\": 1, \"fence\": 1, \"sun\": 2, \"lens flare\": 2}}, \"bucket_info\": {\"buckets\": {\"0\": {\"resolution\": [768, 448], \"count\": 29}, \"1\": {\"resolution\": [1024, 576], \"count\": 58}, \"2\": {\"resolution\": [1024, 640], \"count\": 87}, \"3\": {\"resolution\": [1024, 704], \"count\": 29}}, \"mean_img_ar_error\": 0.05469536624504934}, \"subsets\": [{\"img_count\": 7, \"num_repeats\": 29, \"color_aug\": false, \"flip_aug\": false, \"random_crop\": false, \"shuffle_caption\": false, \"keep_tokens\": 0, \"image_dir\": \"img\", \"class_tokens\": null, \"is_reg\": false}]}]", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_learning_rate": "0.0005", - "ss_lowram": "False", + "ss_datasets": [ + { + "batch_size_per_device": 4, + "bucket_info": { + "buckets": { + "0": { + "count": 29, + "resolution": [ + 768, + 448 + ] + }, + "1": { + "count": 58, + "resolution": [ + 1024, + 576 + ] + }, + "2": { + "count": 87, + "resolution": [ + 1024, + 640 + ] + }, + "3": { + "count": 29, + "resolution": [ + 1024, + 704 + ] + } + }, + "mean_img_ar_error": 0.05469536624504934 + }, + "enable_bucket": true, + "is_dreambooth": true, + "max_bucket_reso": 1024, + "min_bucket_reso": 256, + "num_reg_images": 0, + "num_train_images": 203, + "resolution": [ + 1024, + 1024 + ], + "subsets": [ + { + "class_tokens": null, + "color_aug": false, + "flip_aug": false, + "image_dir": "img", + "img_count": 7, + "is_reg": false, + "keep_tokens": 0, + "num_repeats": 29, + "random_crop": false, + "shuffle_caption": false + } + ], + "tag_frequency": { + "img": { + "blue": 7, + "bridge": 1, + "fence": 1, + "frost": 3, + "giant snowflake": 4, + "glare": 4, + "grass": 1, + "lens flare": 2, + "mountains": 1, + "river": 1, + "sky": 1, + "snow": 5, + "snowflake": 3, + "sun": 2, + "trees": 2, + "watermark": 2, + "winter": 3 + } + } + } + ], + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_learning_rate": 0.0005, + "ss_lowram": false, "ss_lr_scheduler": "cosine_with_restarts", - "ss_lr_warmup_steps": "0", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "225", - "ss_max_train_steps": "530", - "ss_min_snr_gamma": "5.0", + "ss_lr_warmup_steps": 0, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": 225, + "ss_max_train_steps": 530, + "ss_min_snr_gamma": 5.0, "ss_mixed_precision": "bf16", - "ss_multires_noise_discount": "0.3", - "ss_multires_noise_iterations": "6", - "ss_network_alpha": "16", - "ss_network_dim": "32", - "ss_network_dropout": "None", + "ss_multires_noise_discount": 0.3, + "ss_multires_noise_iterations": 6, + "ss_network_alpha": 16, + "ss_network_dim": 32, + "ss_network_dropout": null, "ss_network_module": "networks.lora", "ss_new_sd_model_hash": "e6bb9ea85bbf7bf6478a7c6d18b71246f22e95d41bcdd80ed40aa212c33cfeff", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "53", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "203", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 53, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 203, "ss_optimizer": "bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)", "ss_output_name": "Blue_Frost", - "ss_prior_loss_weight": "1.0", - "ss_scale_weight_norms": "None", + "ss_prior_loss_weight": 1.0, + "ss_scale_weight_norms": null, "ss_sd_model_hash": "be9edd61", "ss_sd_model_name": "128078.safetensors", "ss_sd_scripts_commit_hash": "9a60b8a0ba70cbc17c7c00a94639b472bfb28427", - "ss_seed": "2235261375", - "ss_session_id": "4190230167", - "ss_steps": "530", + "ss_seed": 2235261375, + "ss_session_id": 4190230167, + "ss_steps": 530, "ss_tag_frequency": { "img": { "blue": 7, @@ -78,13 +160,13 @@ "winter": 3 } }, - "ss_text_encoder_lr": "5e-05", - "ss_training_comment": "None", - "ss_training_finished_at": "1702336956.6607602", - "ss_training_started_at": "1702335728.7794135", - "ss_unet_lr": "0.0005", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.00005, + "ss_training_comment": null, + "ss_training_finished_at": 1702336956.6607602, + "ss_training_started_at": 1702335728.7794137, + "ss_unet_lr": 0.0005, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a534d8fc", "sshs_model_hash": "5327cef58b77939aa05573efc3535aee697fabb8dac2981ce36a0fee32556d49" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blue_frost_th-2.32_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/blue_frost_th-2.32_fro_ckpt1.00_size22.0.json index 0a95f758e712e7a0cc0d20fc922788a1fa8b00b2..e15abdeafbfc33ced73b49e181536606cdaf54f6 100644 --- a/ponyxl_loras_shrunk/blue_frost_th-2.32_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/blue_frost_th-2.32_fro_ckpt1.00_size22.0.json @@ -1,62 +1,144 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2023-12-11T23:22:36", - "modelspec.encoder_layer": "1", + "modelspec.encoder_layer": 1, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "Blue_Frost", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "1", + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": 1, "ss_dataset_dirs": { "img": { "img_count": 7, "n_repeats": 29 } }, - "ss_datasets": "[{\"is_dreambooth\": true, \"batch_size_per_device\": 4, \"num_train_images\": 203, \"num_reg_images\": 0, \"resolution\": [1024, 1024], \"enable_bucket\": true, \"min_bucket_reso\": 256, \"max_bucket_reso\": 1024, \"tag_frequency\": {\"img\": {\"blue\": 7, \"frost\": 3, \"snowflake\": 3, \"giant snowflake\": 4, \"snow\": 5, \"watermark\": 2, \"sky\": 1, \"trees\": 2, \"winter\": 3, \"river\": 1, \"mountains\": 1, \"bridge\": 1, \"glare\": 4, \"grass\": 1, \"fence\": 1, \"sun\": 2, \"lens flare\": 2}}, \"bucket_info\": {\"buckets\": {\"0\": {\"resolution\": [768, 448], \"count\": 29}, \"1\": {\"resolution\": [1024, 576], \"count\": 58}, \"2\": {\"resolution\": [1024, 640], \"count\": 87}, \"3\": {\"resolution\": [1024, 704], \"count\": 29}}, \"mean_img_ar_error\": 0.05469536624504934}, \"subsets\": [{\"img_count\": 7, \"num_repeats\": 29, \"color_aug\": false, \"flip_aug\": false, \"random_crop\": false, \"shuffle_caption\": false, \"keep_tokens\": 0, \"image_dir\": \"img\", \"class_tokens\": null, \"is_reg\": false}]}]", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_learning_rate": "0.0005", - "ss_lowram": "False", + "ss_datasets": [ + { + "batch_size_per_device": 4, + "bucket_info": { + "buckets": { + "0": { + "count": 29, + "resolution": [ + 768, + 448 + ] + }, + "1": { + "count": 58, + "resolution": [ + 1024, + 576 + ] + }, + "2": { + "count": 87, + "resolution": [ + 1024, + 640 + ] + }, + "3": { + "count": 29, + "resolution": [ + 1024, + 704 + ] + } + }, + "mean_img_ar_error": 0.05469536624504934 + }, + "enable_bucket": true, + "is_dreambooth": true, + "max_bucket_reso": 1024, + "min_bucket_reso": 256, + "num_reg_images": 0, + "num_train_images": 203, + "resolution": [ + 1024, + 1024 + ], + "subsets": [ + { + "class_tokens": null, + "color_aug": false, + "flip_aug": false, + "image_dir": "img", + "img_count": 7, + "is_reg": false, + "keep_tokens": 0, + "num_repeats": 29, + "random_crop": false, + "shuffle_caption": false + } + ], + "tag_frequency": { + "img": { + "blue": 7, + "bridge": 1, + "fence": 1, + "frost": 3, + "giant snowflake": 4, + "glare": 4, + "grass": 1, + "lens flare": 2, + "mountains": 1, + "river": 1, + "sky": 1, + "snow": 5, + "snowflake": 3, + "sun": 2, + "trees": 2, + "watermark": 2, + "winter": 3 + } + } + } + ], + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_learning_rate": 0.0005, + "ss_lowram": false, "ss_lr_scheduler": "cosine_with_restarts", - "ss_lr_warmup_steps": "0", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "225", - "ss_max_train_steps": "530", - "ss_min_snr_gamma": "5.0", + "ss_lr_warmup_steps": 0, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": 225, + "ss_max_train_steps": 530, + "ss_min_snr_gamma": 5.0, "ss_mixed_precision": "bf16", - "ss_multires_noise_discount": "0.3", - "ss_multires_noise_iterations": "6", - "ss_network_alpha": "16", - "ss_network_dim": "32", - "ss_network_dropout": "None", + "ss_multires_noise_discount": 0.3, + "ss_multires_noise_iterations": 6, + "ss_network_alpha": 16, + "ss_network_dim": 32, + "ss_network_dropout": null, "ss_network_module": "networks.lora", "ss_new_sd_model_hash": "e6bb9ea85bbf7bf6478a7c6d18b71246f22e95d41bcdd80ed40aa212c33cfeff", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "53", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "203", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 53, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 203, "ss_optimizer": "bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)", "ss_output_name": "Blue_Frost", - "ss_prior_loss_weight": "1.0", - "ss_scale_weight_norms": "None", + "ss_prior_loss_weight": 1.0, + "ss_scale_weight_norms": null, "ss_sd_model_hash": "be9edd61", "ss_sd_model_name": "128078.safetensors", "ss_sd_scripts_commit_hash": "9a60b8a0ba70cbc17c7c00a94639b472bfb28427", - "ss_seed": "2235261375", - "ss_session_id": "4190230167", - "ss_steps": "530", + "ss_seed": 2235261375, + "ss_session_id": 4190230167, + "ss_steps": 530, "ss_tag_frequency": { "img": { "blue": 7, @@ -78,13 +160,13 @@ "winter": 3 } }, - "ss_text_encoder_lr": "5e-05", - "ss_training_comment": "None", - "ss_training_finished_at": "1702336956.6607602", - "ss_training_started_at": "1702335728.7794135", - "ss_unet_lr": "0.0005", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.00005, + "ss_training_comment": null, + "ss_training_finished_at": 1702336956.6607602, + "ss_training_started_at": 1702335728.7794137, + "ss_unet_lr": 0.0005, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a534d8fc", "sshs_model_hash": "5327cef58b77939aa05573efc3535aee697fabb8dac2981ce36a0fee32556d49" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blue_frost_th-2.35_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/blue_frost_th-2.35_fro_ckpt1.00_size24.0.json index 0a95f758e712e7a0cc0d20fc922788a1fa8b00b2..e15abdeafbfc33ced73b49e181536606cdaf54f6 100644 --- a/ponyxl_loras_shrunk/blue_frost_th-2.35_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/blue_frost_th-2.35_fro_ckpt1.00_size24.0.json @@ -1,62 +1,144 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2023-12-11T23:22:36", - "modelspec.encoder_layer": "1", + "modelspec.encoder_layer": 1, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "Blue_Frost", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "1", + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": 1, "ss_dataset_dirs": { "img": { "img_count": 7, "n_repeats": 29 } }, - "ss_datasets": "[{\"is_dreambooth\": true, \"batch_size_per_device\": 4, \"num_train_images\": 203, \"num_reg_images\": 0, \"resolution\": [1024, 1024], \"enable_bucket\": true, \"min_bucket_reso\": 256, \"max_bucket_reso\": 1024, \"tag_frequency\": {\"img\": {\"blue\": 7, \"frost\": 3, \"snowflake\": 3, \"giant snowflake\": 4, \"snow\": 5, \"watermark\": 2, \"sky\": 1, \"trees\": 2, \"winter\": 3, \"river\": 1, \"mountains\": 1, \"bridge\": 1, \"glare\": 4, \"grass\": 1, \"fence\": 1, \"sun\": 2, \"lens flare\": 2}}, \"bucket_info\": {\"buckets\": {\"0\": {\"resolution\": [768, 448], \"count\": 29}, \"1\": {\"resolution\": [1024, 576], \"count\": 58}, \"2\": {\"resolution\": [1024, 640], \"count\": 87}, \"3\": {\"resolution\": [1024, 704], \"count\": 29}}, \"mean_img_ar_error\": 0.05469536624504934}, \"subsets\": [{\"img_count\": 7, \"num_repeats\": 29, \"color_aug\": false, \"flip_aug\": false, \"random_crop\": false, \"shuffle_caption\": false, \"keep_tokens\": 0, \"image_dir\": \"img\", \"class_tokens\": null, \"is_reg\": false}]}]", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_learning_rate": "0.0005", - "ss_lowram": "False", + "ss_datasets": [ + { + "batch_size_per_device": 4, + "bucket_info": { + "buckets": { + "0": { + "count": 29, + "resolution": [ + 768, + 448 + ] + }, + "1": { + "count": 58, + "resolution": [ + 1024, + 576 + ] + }, + "2": { + "count": 87, + "resolution": [ + 1024, + 640 + ] + }, + "3": { + "count": 29, + "resolution": [ + 1024, + 704 + ] + } + }, + "mean_img_ar_error": 0.05469536624504934 + }, + "enable_bucket": true, + "is_dreambooth": true, + "max_bucket_reso": 1024, + "min_bucket_reso": 256, + "num_reg_images": 0, + "num_train_images": 203, + "resolution": [ + 1024, + 1024 + ], + "subsets": [ + { + "class_tokens": null, + "color_aug": false, + "flip_aug": false, + "image_dir": "img", + "img_count": 7, + "is_reg": false, + "keep_tokens": 0, + "num_repeats": 29, + "random_crop": false, + "shuffle_caption": false + } + ], + "tag_frequency": { + "img": { + "blue": 7, + "bridge": 1, + "fence": 1, + "frost": 3, + "giant snowflake": 4, + "glare": 4, + "grass": 1, + "lens flare": 2, + "mountains": 1, + "river": 1, + "sky": 1, + "snow": 5, + "snowflake": 3, + "sun": 2, + "trees": 2, + "watermark": 2, + "winter": 3 + } + } + } + ], + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_learning_rate": 0.0005, + "ss_lowram": false, "ss_lr_scheduler": "cosine_with_restarts", - "ss_lr_warmup_steps": "0", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "225", - "ss_max_train_steps": "530", - "ss_min_snr_gamma": "5.0", + "ss_lr_warmup_steps": 0, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": 225, + "ss_max_train_steps": 530, + "ss_min_snr_gamma": 5.0, "ss_mixed_precision": "bf16", - "ss_multires_noise_discount": "0.3", - "ss_multires_noise_iterations": "6", - "ss_network_alpha": "16", - "ss_network_dim": "32", - "ss_network_dropout": "None", + "ss_multires_noise_discount": 0.3, + "ss_multires_noise_iterations": 6, + "ss_network_alpha": 16, + "ss_network_dim": 32, + "ss_network_dropout": null, "ss_network_module": "networks.lora", "ss_new_sd_model_hash": "e6bb9ea85bbf7bf6478a7c6d18b71246f22e95d41bcdd80ed40aa212c33cfeff", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "53", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "203", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 53, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 203, "ss_optimizer": "bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)", "ss_output_name": "Blue_Frost", - "ss_prior_loss_weight": "1.0", - "ss_scale_weight_norms": "None", + "ss_prior_loss_weight": 1.0, + "ss_scale_weight_norms": null, "ss_sd_model_hash": "be9edd61", "ss_sd_model_name": "128078.safetensors", "ss_sd_scripts_commit_hash": "9a60b8a0ba70cbc17c7c00a94639b472bfb28427", - "ss_seed": "2235261375", - "ss_session_id": "4190230167", - "ss_steps": "530", + "ss_seed": 2235261375, + "ss_session_id": 4190230167, + "ss_steps": 530, "ss_tag_frequency": { "img": { "blue": 7, @@ -78,13 +160,13 @@ "winter": 3 } }, - "ss_text_encoder_lr": "5e-05", - "ss_training_comment": "None", - "ss_training_finished_at": "1702336956.6607602", - "ss_training_started_at": "1702335728.7794135", - "ss_unet_lr": "0.0005", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.00005, + "ss_training_comment": null, + "ss_training_finished_at": 1702336956.6607602, + "ss_training_started_at": 1702335728.7794137, + "ss_unet_lr": 0.0005, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a534d8fc", "sshs_model_hash": "5327cef58b77939aa05573efc3535aee697fabb8dac2981ce36a0fee32556d49" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/blue_frost_th-2.46_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/blue_frost_th-2.46_fro_ckpt1.00_size32.0.json index 0a95f758e712e7a0cc0d20fc922788a1fa8b00b2..e15abdeafbfc33ced73b49e181536606cdaf54f6 100644 --- a/ponyxl_loras_shrunk/blue_frost_th-2.46_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/blue_frost_th-2.46_fro_ckpt1.00_size32.0.json @@ -1,62 +1,144 @@ { "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2023-12-11T23:22:36", - "modelspec.encoder_layer": "1", + "modelspec.encoder_layer": 1, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "Blue_Frost", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "1", + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": 1, "ss_dataset_dirs": { "img": { "img_count": 7, "n_repeats": 29 } }, - "ss_datasets": "[{\"is_dreambooth\": true, \"batch_size_per_device\": 4, \"num_train_images\": 203, \"num_reg_images\": 0, \"resolution\": [1024, 1024], \"enable_bucket\": true, \"min_bucket_reso\": 256, \"max_bucket_reso\": 1024, \"tag_frequency\": {\"img\": {\"blue\": 7, \"frost\": 3, \"snowflake\": 3, \"giant snowflake\": 4, \"snow\": 5, \"watermark\": 2, \"sky\": 1, \"trees\": 2, \"winter\": 3, \"river\": 1, \"mountains\": 1, \"bridge\": 1, \"glare\": 4, \"grass\": 1, \"fence\": 1, \"sun\": 2, \"lens flare\": 2}}, \"bucket_info\": {\"buckets\": {\"0\": {\"resolution\": [768, 448], \"count\": 29}, \"1\": {\"resolution\": [1024, 576], \"count\": 58}, \"2\": {\"resolution\": [1024, 640], \"count\": 87}, \"3\": {\"resolution\": [1024, 704], \"count\": 29}}, \"mean_img_ar_error\": 0.05469536624504934}, \"subsets\": [{\"img_count\": 7, \"num_repeats\": 29, \"color_aug\": false, \"flip_aug\": false, \"random_crop\": false, \"shuffle_caption\": false, \"keep_tokens\": 0, \"image_dir\": \"img\", \"class_tokens\": null, \"is_reg\": false}]}]", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_learning_rate": "0.0005", - "ss_lowram": "False", + "ss_datasets": [ + { + "batch_size_per_device": 4, + "bucket_info": { + "buckets": { + "0": { + "count": 29, + "resolution": [ + 768, + 448 + ] + }, + "1": { + "count": 58, + "resolution": [ + 1024, + 576 + ] + }, + "2": { + "count": 87, + "resolution": [ + 1024, + 640 + ] + }, + "3": { + "count": 29, + "resolution": [ + 1024, + 704 + ] + } + }, + "mean_img_ar_error": 0.05469536624504934 + }, + "enable_bucket": true, + "is_dreambooth": true, + "max_bucket_reso": 1024, + "min_bucket_reso": 256, + "num_reg_images": 0, + "num_train_images": 203, + "resolution": [ + 1024, + 1024 + ], + "subsets": [ + { + "class_tokens": null, + "color_aug": false, + "flip_aug": false, + "image_dir": "img", + "img_count": 7, + "is_reg": false, + "keep_tokens": 0, + "num_repeats": 29, + "random_crop": false, + "shuffle_caption": false + } + ], + "tag_frequency": { + "img": { + "blue": 7, + "bridge": 1, + "fence": 1, + "frost": 3, + "giant snowflake": 4, + "glare": 4, + "grass": 1, + "lens flare": 2, + "mountains": 1, + "river": 1, + "sky": 1, + "snow": 5, + "snowflake": 3, + "sun": 2, + "trees": 2, + "watermark": 2, + "winter": 3 + } + } + } + ], + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_learning_rate": 0.0005, + "ss_lowram": false, "ss_lr_scheduler": "cosine_with_restarts", - "ss_lr_warmup_steps": "0", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "225", - "ss_max_train_steps": "530", - "ss_min_snr_gamma": "5.0", + "ss_lr_warmup_steps": 0, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": 225, + "ss_max_train_steps": 530, + "ss_min_snr_gamma": 5.0, "ss_mixed_precision": "bf16", - "ss_multires_noise_discount": "0.3", - "ss_multires_noise_iterations": "6", - "ss_network_alpha": "16", - "ss_network_dim": "32", - "ss_network_dropout": "None", + "ss_multires_noise_discount": 0.3, + "ss_multires_noise_iterations": 6, + "ss_network_alpha": 16, + "ss_network_dim": 32, + "ss_network_dropout": null, "ss_network_module": "networks.lora", "ss_new_sd_model_hash": "e6bb9ea85bbf7bf6478a7c6d18b71246f22e95d41bcdd80ed40aa212c33cfeff", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "53", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "203", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 53, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 203, "ss_optimizer": "bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)", "ss_output_name": "Blue_Frost", - "ss_prior_loss_weight": "1.0", - "ss_scale_weight_norms": "None", + "ss_prior_loss_weight": 1.0, + "ss_scale_weight_norms": null, "ss_sd_model_hash": "be9edd61", "ss_sd_model_name": "128078.safetensors", "ss_sd_scripts_commit_hash": "9a60b8a0ba70cbc17c7c00a94639b472bfb28427", - "ss_seed": "2235261375", - "ss_session_id": "4190230167", - "ss_steps": "530", + "ss_seed": 2235261375, + "ss_session_id": 4190230167, + "ss_steps": 530, "ss_tag_frequency": { "img": { "blue": 7, @@ -78,13 +160,13 @@ "winter": 3 } }, - "ss_text_encoder_lr": "5e-05", - "ss_training_comment": "None", - "ss_training_finished_at": "1702336956.6607602", - "ss_training_started_at": "1702335728.7794135", - "ss_unet_lr": "0.0005", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.00005, + "ss_training_comment": null, + "ss_training_finished_at": 1702336956.6607602, + "ss_training_started_at": 1702335728.7794137, + "ss_unet_lr": 0.0005, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a534d8fc", "sshs_model_hash": "5327cef58b77939aa05573efc3535aee697fabb8dac2981ce36a0fee32556d49" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/butterchalk-v3e400_th-0.94_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/butterchalk-v3e400_th-0.94_spn_lora0.50_spn_ckpt0.50_size4.0.json index d47b7116475c7acebb546cbeaf4c94d01602420e..011cab8d826bb0647a19761f0031ea53536247c0 100644 --- a/ponyxl_loras_shrunk/butterchalk-v3e400_th-0.94_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/butterchalk-v3e400_th-0.94_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.01315415788239795 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_butterchalk": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "535343394", - "ss_session_id": "3564251305", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 535343394, + "ss_session_id": 3564251305, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_butterchalk": { "2020": 3, @@ -1081,14 +1081,14 @@ "zero-sum": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708475202.6146739", - "ss_training_started_at": "1708456786.8246615", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708475202.614674, + "ss_training_started_at": 1708456786.8246615, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6015f323", "sshs_model_hash": "655d3f0c8b64ac38d8c6b6bc3c0dd627f56f779f756355053fd60c4a4a29dde8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/butterchalk-v3e400_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/butterchalk-v3e400_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json index d47b7116475c7acebb546cbeaf4c94d01602420e..011cab8d826bb0647a19761f0031ea53536247c0 100644 --- a/ponyxl_loras_shrunk/butterchalk-v3e400_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/butterchalk-v3e400_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.01315415788239795 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_butterchalk": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "535343394", - "ss_session_id": "3564251305", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 535343394, + "ss_session_id": 3564251305, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_butterchalk": { "2020": 3, @@ -1081,14 +1081,14 @@ "zero-sum": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708475202.6146739", - "ss_training_started_at": "1708456786.8246615", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708475202.614674, + "ss_training_started_at": 1708456786.8246615, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6015f323", "sshs_model_hash": "655d3f0c8b64ac38d8c6b6bc3c0dd627f56f779f756355053fd60c4a4a29dde8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/butterchalk-v3e400_th-1.22_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/butterchalk-v3e400_th-1.22_spn_lora0.50_spn_ckpt0.50_size12.0.json index d47b7116475c7acebb546cbeaf4c94d01602420e..011cab8d826bb0647a19761f0031ea53536247c0 100644 --- a/ponyxl_loras_shrunk/butterchalk-v3e400_th-1.22_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/butterchalk-v3e400_th-1.22_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.01315415788239795 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_butterchalk": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "535343394", - "ss_session_id": "3564251305", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 535343394, + "ss_session_id": 3564251305, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_butterchalk": { "2020": 3, @@ -1081,14 +1081,14 @@ "zero-sum": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708475202.6146739", - "ss_training_started_at": "1708456786.8246615", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708475202.614674, + "ss_training_started_at": 1708456786.8246615, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6015f323", "sshs_model_hash": "655d3f0c8b64ac38d8c6b6bc3c0dd627f56f779f756355053fd60c4a4a29dde8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/butterchalk-v3e400_th-1.41_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/butterchalk-v3e400_th-1.41_spn_lora0.50_spn_ckpt0.50_size24.0.json index d47b7116475c7acebb546cbeaf4c94d01602420e..011cab8d826bb0647a19761f0031ea53536247c0 100644 --- a/ponyxl_loras_shrunk/butterchalk-v3e400_th-1.41_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/butterchalk-v3e400_th-1.41_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.01315415788239795 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_butterchalk": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "535343394", - "ss_session_id": "3564251305", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 535343394, + "ss_session_id": 3564251305, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_butterchalk": { "2020": 3, @@ -1081,14 +1081,14 @@ "zero-sum": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708475202.6146739", - "ss_training_started_at": "1708456786.8246615", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708475202.614674, + "ss_training_started_at": 1708456786.8246615, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6015f323", "sshs_model_hash": "655d3f0c8b64ac38d8c6b6bc3c0dd627f56f779f756355053fd60c4a4a29dde8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/butterchalk-v3e400_th-1.53_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/butterchalk-v3e400_th-1.53_spn_lora0.50_spn_ckpt0.50_size32.0.json index d47b7116475c7acebb546cbeaf4c94d01602420e..011cab8d826bb0647a19761f0031ea53536247c0 100644 --- a/ponyxl_loras_shrunk/butterchalk-v3e400_th-1.53_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/butterchalk-v3e400_th-1.53_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.01315415788239795 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_butterchalk": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "535343394", - "ss_session_id": "3564251305", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 535343394, + "ss_session_id": 3564251305, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_butterchalk": { "2020": 3, @@ -1081,14 +1081,14 @@ "zero-sum": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708475202.6146739", - "ss_training_started_at": "1708456786.8246615", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708475202.614674, + "ss_training_started_at": 1708456786.8246615, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6015f323", "sshs_model_hash": "655d3f0c8b64ac38d8c6b6bc3c0dd627f56f779f756355053fd60c4a4a29dde8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/butterchalk-v3e400_th-1.79_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/butterchalk-v3e400_th-1.79_spn_ckpt1.00_size4.0.json index d47b7116475c7acebb546cbeaf4c94d01602420e..011cab8d826bb0647a19761f0031ea53536247c0 100644 --- a/ponyxl_loras_shrunk/butterchalk-v3e400_th-1.79_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/butterchalk-v3e400_th-1.79_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.01315415788239795 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_butterchalk": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "535343394", - "ss_session_id": "3564251305", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 535343394, + "ss_session_id": 3564251305, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_butterchalk": { "2020": 3, @@ -1081,14 +1081,14 @@ "zero-sum": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708475202.6146739", - "ss_training_started_at": "1708456786.8246615", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708475202.614674, + "ss_training_started_at": 1708456786.8246615, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6015f323", "sshs_model_hash": "655d3f0c8b64ac38d8c6b6bc3c0dd627f56f779f756355053fd60c4a4a29dde8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/butterchalk-v3e400_th-1.98_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/butterchalk-v3e400_th-1.98_spn_ckpt1.00_size8.0.json index d47b7116475c7acebb546cbeaf4c94d01602420e..011cab8d826bb0647a19761f0031ea53536247c0 100644 --- a/ponyxl_loras_shrunk/butterchalk-v3e400_th-1.98_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/butterchalk-v3e400_th-1.98_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.01315415788239795 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_butterchalk": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "535343394", - "ss_session_id": "3564251305", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 535343394, + "ss_session_id": 3564251305, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_butterchalk": { "2020": 3, @@ -1081,14 +1081,14 @@ "zero-sum": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708475202.6146739", - "ss_training_started_at": "1708456786.8246615", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708475202.614674, + "ss_training_started_at": 1708456786.8246615, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6015f323", "sshs_model_hash": "655d3f0c8b64ac38d8c6b6bc3c0dd627f56f779f756355053fd60c4a4a29dde8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.09_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.09_spn_ckpt1.00_size12.0.json index d47b7116475c7acebb546cbeaf4c94d01602420e..011cab8d826bb0647a19761f0031ea53536247c0 100644 --- a/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.09_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.09_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.01315415788239795 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_butterchalk": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "535343394", - "ss_session_id": "3564251305", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 535343394, + "ss_session_id": 3564251305, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_butterchalk": { "2020": 3, @@ -1081,14 +1081,14 @@ "zero-sum": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708475202.6146739", - "ss_training_started_at": "1708456786.8246615", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708475202.614674, + "ss_training_started_at": 1708456786.8246615, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6015f323", "sshs_model_hash": "655d3f0c8b64ac38d8c6b6bc3c0dd627f56f779f756355053fd60c4a4a29dde8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.13_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.13_spn_ckpt1.00_size14.0.json index d47b7116475c7acebb546cbeaf4c94d01602420e..011cab8d826bb0647a19761f0031ea53536247c0 100644 --- a/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.13_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.13_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.01315415788239795 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_butterchalk": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "535343394", - "ss_session_id": "3564251305", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 535343394, + "ss_session_id": 3564251305, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_butterchalk": { "2020": 3, @@ -1081,14 +1081,14 @@ "zero-sum": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708475202.6146739", - "ss_training_started_at": "1708456786.8246615", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708475202.614674, + "ss_training_started_at": 1708456786.8246615, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6015f323", "sshs_model_hash": "655d3f0c8b64ac38d8c6b6bc3c0dd627f56f779f756355053fd60c4a4a29dde8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.17_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.17_spn_ckpt1.00_size16.0.json index d47b7116475c7acebb546cbeaf4c94d01602420e..011cab8d826bb0647a19761f0031ea53536247c0 100644 --- a/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.17_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.17_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.01315415788239795 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_butterchalk": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "535343394", - "ss_session_id": "3564251305", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 535343394, + "ss_session_id": 3564251305, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_butterchalk": { "2020": 3, @@ -1081,14 +1081,14 @@ "zero-sum": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708475202.6146739", - "ss_training_started_at": "1708456786.8246615", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708475202.614674, + "ss_training_started_at": 1708456786.8246615, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6015f323", "sshs_model_hash": "655d3f0c8b64ac38d8c6b6bc3c0dd627f56f779f756355053fd60c4a4a29dde8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.21_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.21_spn_ckpt1.00_size18.0.json index d47b7116475c7acebb546cbeaf4c94d01602420e..011cab8d826bb0647a19761f0031ea53536247c0 100644 --- a/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.21_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.21_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.01315415788239795 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_butterchalk": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "535343394", - "ss_session_id": "3564251305", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 535343394, + "ss_session_id": 3564251305, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_butterchalk": { "2020": 3, @@ -1081,14 +1081,14 @@ "zero-sum": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708475202.6146739", - "ss_training_started_at": "1708456786.8246615", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708475202.614674, + "ss_training_started_at": 1708456786.8246615, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6015f323", "sshs_model_hash": "655d3f0c8b64ac38d8c6b6bc3c0dd627f56f779f756355053fd60c4a4a29dde8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.25_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.25_spn_ckpt1.00_size20.0.json index d47b7116475c7acebb546cbeaf4c94d01602420e..011cab8d826bb0647a19761f0031ea53536247c0 100644 --- a/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.25_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.25_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.01315415788239795 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_butterchalk": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "535343394", - "ss_session_id": "3564251305", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 535343394, + "ss_session_id": 3564251305, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_butterchalk": { "2020": 3, @@ -1081,14 +1081,14 @@ "zero-sum": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708475202.6146739", - "ss_training_started_at": "1708456786.8246615", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708475202.614674, + "ss_training_started_at": 1708456786.8246615, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6015f323", "sshs_model_hash": "655d3f0c8b64ac38d8c6b6bc3c0dd627f56f779f756355053fd60c4a4a29dde8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.28_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.28_spn_ckpt1.00_size22.0.json index d47b7116475c7acebb546cbeaf4c94d01602420e..011cab8d826bb0647a19761f0031ea53536247c0 100644 --- a/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.28_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.28_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.01315415788239795 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_butterchalk": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "535343394", - "ss_session_id": "3564251305", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 535343394, + "ss_session_id": 3564251305, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_butterchalk": { "2020": 3, @@ -1081,14 +1081,14 @@ "zero-sum": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708475202.6146739", - "ss_training_started_at": "1708456786.8246615", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708475202.614674, + "ss_training_started_at": 1708456786.8246615, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6015f323", "sshs_model_hash": "655d3f0c8b64ac38d8c6b6bc3c0dd627f56f779f756355053fd60c4a4a29dde8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.32_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.32_spn_ckpt1.00_size24.0.json index d47b7116475c7acebb546cbeaf4c94d01602420e..011cab8d826bb0647a19761f0031ea53536247c0 100644 --- a/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.32_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.32_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.01315415788239795 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_butterchalk": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "535343394", - "ss_session_id": "3564251305", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 535343394, + "ss_session_id": 3564251305, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_butterchalk": { "2020": 3, @@ -1081,14 +1081,14 @@ "zero-sum": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708475202.6146739", - "ss_training_started_at": "1708456786.8246615", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708475202.614674, + "ss_training_started_at": 1708456786.8246615, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6015f323", "sshs_model_hash": "655d3f0c8b64ac38d8c6b6bc3c0dd627f56f779f756355053fd60c4a4a29dde8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.46_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.46_spn_ckpt1.00_size32.0.json index d47b7116475c7acebb546cbeaf4c94d01602420e..011cab8d826bb0647a19761f0031ea53536247c0 100644 --- a/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.46_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.46_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.01315415788239795 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_butterchalk": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "535343394", - "ss_session_id": "3564251305", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 535343394, + "ss_session_id": 3564251305, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_butterchalk": { "2020": 3, @@ -1081,14 +1081,14 @@ "zero-sum": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708475202.6146739", - "ss_training_started_at": "1708456786.8246615", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708475202.614674, + "ss_training_started_at": 1708456786.8246615, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6015f323", "sshs_model_hash": "655d3f0c8b64ac38d8c6b6bc3c0dd627f56f779f756355053fd60c4a4a29dde8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.73_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.73_fro_ckpt1.00_size4.0.json index d47b7116475c7acebb546cbeaf4c94d01602420e..011cab8d826bb0647a19761f0031ea53536247c0 100644 --- a/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.73_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.73_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.01315415788239795 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_butterchalk": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "535343394", - "ss_session_id": "3564251305", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 535343394, + "ss_session_id": 3564251305, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_butterchalk": { "2020": 3, @@ -1081,14 +1081,14 @@ "zero-sum": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708475202.6146739", - "ss_training_started_at": "1708456786.8246615", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708475202.614674, + "ss_training_started_at": 1708456786.8246615, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6015f323", "sshs_model_hash": "655d3f0c8b64ac38d8c6b6bc3c0dd627f56f779f756355053fd60c4a4a29dde8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.93_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.93_fro_ckpt1.00_size8.0.json index d47b7116475c7acebb546cbeaf4c94d01602420e..011cab8d826bb0647a19761f0031ea53536247c0 100644 --- a/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.93_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/butterchalk-v3e400_th-2.93_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.01315415788239795 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_butterchalk": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "535343394", - "ss_session_id": "3564251305", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 535343394, + "ss_session_id": 3564251305, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_butterchalk": { "2020": 3, @@ -1081,14 +1081,14 @@ "zero-sum": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708475202.6146739", - "ss_training_started_at": "1708456786.8246615", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708475202.614674, + "ss_training_started_at": 1708456786.8246615, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6015f323", "sshs_model_hash": "655d3f0c8b64ac38d8c6b6bc3c0dd627f56f779f756355053fd60c4a4a29dde8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.05_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.05_fro_ckpt1.00_size12.0.json index d47b7116475c7acebb546cbeaf4c94d01602420e..011cab8d826bb0647a19761f0031ea53536247c0 100644 --- a/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.05_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.05_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.01315415788239795 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_butterchalk": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "535343394", - "ss_session_id": "3564251305", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 535343394, + "ss_session_id": 3564251305, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_butterchalk": { "2020": 3, @@ -1081,14 +1081,14 @@ "zero-sum": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708475202.6146739", - "ss_training_started_at": "1708456786.8246615", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708475202.614674, + "ss_training_started_at": 1708456786.8246615, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6015f323", "sshs_model_hash": "655d3f0c8b64ac38d8c6b6bc3c0dd627f56f779f756355053fd60c4a4a29dde8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.09_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.09_fro_ckpt1.00_size14.0.json index d47b7116475c7acebb546cbeaf4c94d01602420e..011cab8d826bb0647a19761f0031ea53536247c0 100644 --- a/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.09_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.09_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.01315415788239795 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_butterchalk": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "535343394", - "ss_session_id": "3564251305", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 535343394, + "ss_session_id": 3564251305, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_butterchalk": { "2020": 3, @@ -1081,14 +1081,14 @@ "zero-sum": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708475202.6146739", - "ss_training_started_at": "1708456786.8246615", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708475202.614674, + "ss_training_started_at": 1708456786.8246615, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6015f323", "sshs_model_hash": "655d3f0c8b64ac38d8c6b6bc3c0dd627f56f779f756355053fd60c4a4a29dde8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.13_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.13_fro_ckpt1.00_size16.0.json index d47b7116475c7acebb546cbeaf4c94d01602420e..011cab8d826bb0647a19761f0031ea53536247c0 100644 --- a/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.13_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.13_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.01315415788239795 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_butterchalk": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "535343394", - "ss_session_id": "3564251305", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 535343394, + "ss_session_id": 3564251305, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_butterchalk": { "2020": 3, @@ -1081,14 +1081,14 @@ "zero-sum": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708475202.6146739", - "ss_training_started_at": "1708456786.8246615", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708475202.614674, + "ss_training_started_at": 1708456786.8246615, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6015f323", "sshs_model_hash": "655d3f0c8b64ac38d8c6b6bc3c0dd627f56f779f756355053fd60c4a4a29dde8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.16_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.16_fro_ckpt1.00_size18.0.json index d47b7116475c7acebb546cbeaf4c94d01602420e..011cab8d826bb0647a19761f0031ea53536247c0 100644 --- a/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.16_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.16_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.01315415788239795 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_butterchalk": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "535343394", - "ss_session_id": "3564251305", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 535343394, + "ss_session_id": 3564251305, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_butterchalk": { "2020": 3, @@ -1081,14 +1081,14 @@ "zero-sum": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708475202.6146739", - "ss_training_started_at": "1708456786.8246615", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708475202.614674, + "ss_training_started_at": 1708456786.8246615, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6015f323", "sshs_model_hash": "655d3f0c8b64ac38d8c6b6bc3c0dd627f56f779f756355053fd60c4a4a29dde8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.19_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.19_fro_ckpt1.00_size20.0.json index d47b7116475c7acebb546cbeaf4c94d01602420e..011cab8d826bb0647a19761f0031ea53536247c0 100644 --- a/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.19_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.19_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.01315415788239795 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_butterchalk": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "535343394", - "ss_session_id": "3564251305", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 535343394, + "ss_session_id": 3564251305, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_butterchalk": { "2020": 3, @@ -1081,14 +1081,14 @@ "zero-sum": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708475202.6146739", - "ss_training_started_at": "1708456786.8246615", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708475202.614674, + "ss_training_started_at": 1708456786.8246615, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6015f323", "sshs_model_hash": "655d3f0c8b64ac38d8c6b6bc3c0dd627f56f779f756355053fd60c4a4a29dde8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.22_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.22_fro_ckpt1.00_size22.0.json index d47b7116475c7acebb546cbeaf4c94d01602420e..011cab8d826bb0647a19761f0031ea53536247c0 100644 --- a/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.22_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.22_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.01315415788239795 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_butterchalk": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "535343394", - "ss_session_id": "3564251305", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 535343394, + "ss_session_id": 3564251305, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_butterchalk": { "2020": 3, @@ -1081,14 +1081,14 @@ "zero-sum": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708475202.6146739", - "ss_training_started_at": "1708456786.8246615", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708475202.614674, + "ss_training_started_at": 1708456786.8246615, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6015f323", "sshs_model_hash": "655d3f0c8b64ac38d8c6b6bc3c0dd627f56f779f756355053fd60c4a4a29dde8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.25_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.25_fro_ckpt1.00_size24.0.json index d47b7116475c7acebb546cbeaf4c94d01602420e..011cab8d826bb0647a19761f0031ea53536247c0 100644 --- a/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.25_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.25_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.01315415788239795 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_butterchalk": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "535343394", - "ss_session_id": "3564251305", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 535343394, + "ss_session_id": 3564251305, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_butterchalk": { "2020": 3, @@ -1081,14 +1081,14 @@ "zero-sum": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708475202.6146739", - "ss_training_started_at": "1708456786.8246615", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708475202.614674, + "ss_training_started_at": 1708456786.8246615, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6015f323", "sshs_model_hash": "655d3f0c8b64ac38d8c6b6bc3c0dd627f56f779f756355053fd60c4a4a29dde8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.36_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.36_fro_ckpt1.00_size32.0.json index d47b7116475c7acebb546cbeaf4c94d01602420e..011cab8d826bb0647a19761f0031ea53536247c0 100644 --- a/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.36_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/butterchalk-v3e400_th-3.36_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.01315415788239795 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_butterchalk": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "535343394", - "ss_session_id": "3564251305", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 535343394, + "ss_session_id": 3564251305, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_butterchalk": { "2020": 3, @@ -1081,14 +1081,14 @@ "zero-sum": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708475202.6146739", - "ss_training_started_at": "1708456786.8246615", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708475202.614674, + "ss_training_started_at": 1708456786.8246615, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6015f323", "sshs_model_hash": "655d3f0c8b64ac38d8c6b6bc3c0dd627f56f779f756355053fd60c4a4a29dde8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_clybius-v1e400_th-0.91_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/by_clybius-v1e400_th-0.91_spn_lora0.50_spn_ckpt0.50_size4.0.json index 67bb4f7155c989eb6dea7bffe9c193794ed0bc1d..b06173a658e111050ef57efa3abc8d965e0cb978 100644 --- a/ponyxl_loras_shrunk/by_clybius-v1e400_th-0.91_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/by_clybius-v1e400_th-0.91_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "clybius", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -35,47 +35,47 @@ }, "mean_img_ar_error": 0.016490879977722084 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_clybius": { "img_count": 8, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -90,30 +90,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "clybius", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "1965588094", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 1965588094, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_clybius": { "5 fingers": 3, @@ -295,14 +295,14 @@ "yellow eyes": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714606013.2763398", - "ss_training_started_at": "1714601288.475169", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714606013.2763398, + "ss_training_started_at": 1714601288.475169, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7ffc304b", "sshs_model_hash": "c8b9432f294d7b9133bdbff9399eca7f4fac93bfed1e8d9e23353999871c3974" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_clybius-v1e400_th-1.15_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/by_clybius-v1e400_th-1.15_spn_lora0.50_spn_ckpt0.50_size8.0.json index 67bb4f7155c989eb6dea7bffe9c193794ed0bc1d..b06173a658e111050ef57efa3abc8d965e0cb978 100644 --- a/ponyxl_loras_shrunk/by_clybius-v1e400_th-1.15_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/by_clybius-v1e400_th-1.15_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "clybius", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -35,47 +35,47 @@ }, "mean_img_ar_error": 0.016490879977722084 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_clybius": { "img_count": 8, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -90,30 +90,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "clybius", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "1965588094", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 1965588094, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_clybius": { "5 fingers": 3, @@ -295,14 +295,14 @@ "yellow eyes": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714606013.2763398", - "ss_training_started_at": "1714601288.475169", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714606013.2763398, + "ss_training_started_at": 1714601288.475169, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7ffc304b", "sshs_model_hash": "c8b9432f294d7b9133bdbff9399eca7f4fac93bfed1e8d9e23353999871c3974" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_clybius-v1e400_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/by_clybius-v1e400_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json index 67bb4f7155c989eb6dea7bffe9c193794ed0bc1d..b06173a658e111050ef57efa3abc8d965e0cb978 100644 --- a/ponyxl_loras_shrunk/by_clybius-v1e400_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/by_clybius-v1e400_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "clybius", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -35,47 +35,47 @@ }, "mean_img_ar_error": 0.016490879977722084 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_clybius": { "img_count": 8, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -90,30 +90,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "clybius", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "1965588094", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 1965588094, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_clybius": { "5 fingers": 3, @@ -295,14 +295,14 @@ "yellow eyes": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714606013.2763398", - "ss_training_started_at": "1714601288.475169", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714606013.2763398, + "ss_training_started_at": 1714601288.475169, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7ffc304b", "sshs_model_hash": "c8b9432f294d7b9133bdbff9399eca7f4fac93bfed1e8d9e23353999871c3974" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_clybius-v1e400_th-1.46_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/by_clybius-v1e400_th-1.46_spn_lora0.50_spn_ckpt0.50_size24.0.json index 67bb4f7155c989eb6dea7bffe9c193794ed0bc1d..b06173a658e111050ef57efa3abc8d965e0cb978 100644 --- a/ponyxl_loras_shrunk/by_clybius-v1e400_th-1.46_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/by_clybius-v1e400_th-1.46_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "clybius", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -35,47 +35,47 @@ }, "mean_img_ar_error": 0.016490879977722084 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_clybius": { "img_count": 8, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -90,30 +90,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "clybius", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "1965588094", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 1965588094, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_clybius": { "5 fingers": 3, @@ -295,14 +295,14 @@ "yellow eyes": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714606013.2763398", - "ss_training_started_at": "1714601288.475169", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714606013.2763398, + "ss_training_started_at": 1714601288.475169, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7ffc304b", "sshs_model_hash": "c8b9432f294d7b9133bdbff9399eca7f4fac93bfed1e8d9e23353999871c3974" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_clybius-v1e400_th-1.58_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/by_clybius-v1e400_th-1.58_spn_lora0.50_spn_ckpt0.50_size32.0.json index 67bb4f7155c989eb6dea7bffe9c193794ed0bc1d..b06173a658e111050ef57efa3abc8d965e0cb978 100644 --- a/ponyxl_loras_shrunk/by_clybius-v1e400_th-1.58_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/by_clybius-v1e400_th-1.58_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "clybius", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -35,47 +35,47 @@ }, "mean_img_ar_error": 0.016490879977722084 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_clybius": { "img_count": 8, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -90,30 +90,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "clybius", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "1965588094", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 1965588094, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_clybius": { "5 fingers": 3, @@ -295,14 +295,14 @@ "yellow eyes": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714606013.2763398", - "ss_training_started_at": "1714601288.475169", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714606013.2763398, + "ss_training_started_at": 1714601288.475169, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7ffc304b", "sshs_model_hash": "c8b9432f294d7b9133bdbff9399eca7f4fac93bfed1e8d9e23353999871c3974" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_clybius-v1e400_th-1.70_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/by_clybius-v1e400_th-1.70_spn_ckpt1.00_size4.0.json index 67bb4f7155c989eb6dea7bffe9c193794ed0bc1d..b06173a658e111050ef57efa3abc8d965e0cb978 100644 --- a/ponyxl_loras_shrunk/by_clybius-v1e400_th-1.70_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/by_clybius-v1e400_th-1.70_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "clybius", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -35,47 +35,47 @@ }, "mean_img_ar_error": 0.016490879977722084 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_clybius": { "img_count": 8, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -90,30 +90,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "clybius", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "1965588094", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 1965588094, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_clybius": { "5 fingers": 3, @@ -295,14 +295,14 @@ "yellow eyes": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714606013.2763398", - "ss_training_started_at": "1714601288.475169", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714606013.2763398, + "ss_training_started_at": 1714601288.475169, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7ffc304b", "sshs_model_hash": "c8b9432f294d7b9133bdbff9399eca7f4fac93bfed1e8d9e23353999871c3974" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_clybius-v1e400_th-1.92_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/by_clybius-v1e400_th-1.92_spn_ckpt1.00_size8.0.json index 67bb4f7155c989eb6dea7bffe9c193794ed0bc1d..b06173a658e111050ef57efa3abc8d965e0cb978 100644 --- a/ponyxl_loras_shrunk/by_clybius-v1e400_th-1.92_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/by_clybius-v1e400_th-1.92_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "clybius", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -35,47 +35,47 @@ }, "mean_img_ar_error": 0.016490879977722084 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_clybius": { "img_count": 8, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -90,30 +90,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "clybius", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "1965588094", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 1965588094, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_clybius": { "5 fingers": 3, @@ -295,14 +295,14 @@ "yellow eyes": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714606013.2763398", - "ss_training_started_at": "1714601288.475169", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714606013.2763398, + "ss_training_started_at": 1714601288.475169, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7ffc304b", "sshs_model_hash": "c8b9432f294d7b9133bdbff9399eca7f4fac93bfed1e8d9e23353999871c3974" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.06_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.06_spn_ckpt1.00_size12.0.json index 67bb4f7155c989eb6dea7bffe9c193794ed0bc1d..b06173a658e111050ef57efa3abc8d965e0cb978 100644 --- a/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.06_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.06_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "clybius", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -35,47 +35,47 @@ }, "mean_img_ar_error": 0.016490879977722084 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_clybius": { "img_count": 8, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -90,30 +90,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "clybius", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "1965588094", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 1965588094, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_clybius": { "5 fingers": 3, @@ -295,14 +295,14 @@ "yellow eyes": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714606013.2763398", - "ss_training_started_at": "1714601288.475169", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714606013.2763398, + "ss_training_started_at": 1714601288.475169, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7ffc304b", "sshs_model_hash": "c8b9432f294d7b9133bdbff9399eca7f4fac93bfed1e8d9e23353999871c3974" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.11_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.11_spn_ckpt1.00_size14.0.json index 67bb4f7155c989eb6dea7bffe9c193794ed0bc1d..b06173a658e111050ef57efa3abc8d965e0cb978 100644 --- a/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.11_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.11_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "clybius", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -35,47 +35,47 @@ }, "mean_img_ar_error": 0.016490879977722084 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_clybius": { "img_count": 8, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -90,30 +90,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "clybius", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "1965588094", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 1965588094, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_clybius": { "5 fingers": 3, @@ -295,14 +295,14 @@ "yellow eyes": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714606013.2763398", - "ss_training_started_at": "1714601288.475169", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714606013.2763398, + "ss_training_started_at": 1714601288.475169, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7ffc304b", "sshs_model_hash": "c8b9432f294d7b9133bdbff9399eca7f4fac93bfed1e8d9e23353999871c3974" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.16_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.16_spn_ckpt1.00_size16.0.json index 67bb4f7155c989eb6dea7bffe9c193794ed0bc1d..b06173a658e111050ef57efa3abc8d965e0cb978 100644 --- a/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.16_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.16_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "clybius", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -35,47 +35,47 @@ }, "mean_img_ar_error": 0.016490879977722084 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_clybius": { "img_count": 8, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -90,30 +90,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "clybius", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "1965588094", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 1965588094, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_clybius": { "5 fingers": 3, @@ -295,14 +295,14 @@ "yellow eyes": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714606013.2763398", - "ss_training_started_at": "1714601288.475169", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714606013.2763398, + "ss_training_started_at": 1714601288.475169, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7ffc304b", "sshs_model_hash": "c8b9432f294d7b9133bdbff9399eca7f4fac93bfed1e8d9e23353999871c3974" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.20_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.20_spn_ckpt1.00_size18.0.json index 67bb4f7155c989eb6dea7bffe9c193794ed0bc1d..b06173a658e111050ef57efa3abc8d965e0cb978 100644 --- a/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.20_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.20_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "clybius", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -35,47 +35,47 @@ }, "mean_img_ar_error": 0.016490879977722084 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_clybius": { "img_count": 8, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -90,30 +90,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "clybius", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "1965588094", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 1965588094, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_clybius": { "5 fingers": 3, @@ -295,14 +295,14 @@ "yellow eyes": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714606013.2763398", - "ss_training_started_at": "1714601288.475169", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714606013.2763398, + "ss_training_started_at": 1714601288.475169, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7ffc304b", "sshs_model_hash": "c8b9432f294d7b9133bdbff9399eca7f4fac93bfed1e8d9e23353999871c3974" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.24_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.24_spn_ckpt1.00_size20.0.json index 67bb4f7155c989eb6dea7bffe9c193794ed0bc1d..b06173a658e111050ef57efa3abc8d965e0cb978 100644 --- a/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.24_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.24_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "clybius", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -35,47 +35,47 @@ }, "mean_img_ar_error": 0.016490879977722084 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_clybius": { "img_count": 8, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -90,30 +90,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "clybius", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "1965588094", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 1965588094, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_clybius": { "5 fingers": 3, @@ -295,14 +295,14 @@ "yellow eyes": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714606013.2763398", - "ss_training_started_at": "1714601288.475169", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714606013.2763398, + "ss_training_started_at": 1714601288.475169, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7ffc304b", "sshs_model_hash": "c8b9432f294d7b9133bdbff9399eca7f4fac93bfed1e8d9e23353999871c3974" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.29_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.29_spn_ckpt1.00_size22.0.json index 67bb4f7155c989eb6dea7bffe9c193794ed0bc1d..b06173a658e111050ef57efa3abc8d965e0cb978 100644 --- a/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.29_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.29_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "clybius", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -35,47 +35,47 @@ }, "mean_img_ar_error": 0.016490879977722084 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_clybius": { "img_count": 8, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -90,30 +90,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "clybius", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "1965588094", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 1965588094, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_clybius": { "5 fingers": 3, @@ -295,14 +295,14 @@ "yellow eyes": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714606013.2763398", - "ss_training_started_at": "1714601288.475169", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714606013.2763398, + "ss_training_started_at": 1714601288.475169, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7ffc304b", "sshs_model_hash": "c8b9432f294d7b9133bdbff9399eca7f4fac93bfed1e8d9e23353999871c3974" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.33_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.33_spn_ckpt1.00_size24.0.json index 67bb4f7155c989eb6dea7bffe9c193794ed0bc1d..b06173a658e111050ef57efa3abc8d965e0cb978 100644 --- a/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.33_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.33_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "clybius", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -35,47 +35,47 @@ }, "mean_img_ar_error": 0.016490879977722084 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_clybius": { "img_count": 8, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -90,30 +90,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "clybius", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "1965588094", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 1965588094, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_clybius": { "5 fingers": 3, @@ -295,14 +295,14 @@ "yellow eyes": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714606013.2763398", - "ss_training_started_at": "1714601288.475169", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714606013.2763398, + "ss_training_started_at": 1714601288.475169, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7ffc304b", "sshs_model_hash": "c8b9432f294d7b9133bdbff9399eca7f4fac93bfed1e8d9e23353999871c3974" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.48_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.48_spn_ckpt1.00_size32.0.json index 67bb4f7155c989eb6dea7bffe9c193794ed0bc1d..b06173a658e111050ef57efa3abc8d965e0cb978 100644 --- a/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.48_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.48_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "clybius", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -35,47 +35,47 @@ }, "mean_img_ar_error": 0.016490879977722084 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_clybius": { "img_count": 8, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -90,30 +90,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "clybius", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "1965588094", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 1965588094, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_clybius": { "5 fingers": 3, @@ -295,14 +295,14 @@ "yellow eyes": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714606013.2763398", - "ss_training_started_at": "1714601288.475169", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714606013.2763398, + "ss_training_started_at": 1714601288.475169, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7ffc304b", "sshs_model_hash": "c8b9432f294d7b9133bdbff9399eca7f4fac93bfed1e8d9e23353999871c3974" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.64_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.64_fro_ckpt1.00_size4.0.json index 67bb4f7155c989eb6dea7bffe9c193794ed0bc1d..b06173a658e111050ef57efa3abc8d965e0cb978 100644 --- a/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.64_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.64_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "clybius", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -35,47 +35,47 @@ }, "mean_img_ar_error": 0.016490879977722084 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_clybius": { "img_count": 8, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -90,30 +90,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "clybius", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "1965588094", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 1965588094, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_clybius": { "5 fingers": 3, @@ -295,14 +295,14 @@ "yellow eyes": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714606013.2763398", - "ss_training_started_at": "1714601288.475169", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714606013.2763398, + "ss_training_started_at": 1714601288.475169, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7ffc304b", "sshs_model_hash": "c8b9432f294d7b9133bdbff9399eca7f4fac93bfed1e8d9e23353999871c3974" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.89_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.89_fro_ckpt1.00_size8.0.json index 67bb4f7155c989eb6dea7bffe9c193794ed0bc1d..b06173a658e111050ef57efa3abc8d965e0cb978 100644 --- a/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.89_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/by_clybius-v1e400_th-2.89_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "clybius", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -35,47 +35,47 @@ }, "mean_img_ar_error": 0.016490879977722084 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_clybius": { "img_count": 8, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -90,30 +90,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "clybius", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "1965588094", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 1965588094, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_clybius": { "5 fingers": 3, @@ -295,14 +295,14 @@ "yellow eyes": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714606013.2763398", - "ss_training_started_at": "1714601288.475169", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714606013.2763398, + "ss_training_started_at": 1714601288.475169, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7ffc304b", "sshs_model_hash": "c8b9432f294d7b9133bdbff9399eca7f4fac93bfed1e8d9e23353999871c3974" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.02_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.02_fro_ckpt1.00_size12.0.json index 67bb4f7155c989eb6dea7bffe9c193794ed0bc1d..b06173a658e111050ef57efa3abc8d965e0cb978 100644 --- a/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.02_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.02_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "clybius", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -35,47 +35,47 @@ }, "mean_img_ar_error": 0.016490879977722084 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_clybius": { "img_count": 8, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -90,30 +90,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "clybius", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "1965588094", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 1965588094, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_clybius": { "5 fingers": 3, @@ -295,14 +295,14 @@ "yellow eyes": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714606013.2763398", - "ss_training_started_at": "1714601288.475169", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714606013.2763398, + "ss_training_started_at": 1714601288.475169, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7ffc304b", "sshs_model_hash": "c8b9432f294d7b9133bdbff9399eca7f4fac93bfed1e8d9e23353999871c3974" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.07_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.07_fro_ckpt1.00_size14.0.json index 67bb4f7155c989eb6dea7bffe9c193794ed0bc1d..b06173a658e111050ef57efa3abc8d965e0cb978 100644 --- a/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.07_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.07_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "clybius", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -35,47 +35,47 @@ }, "mean_img_ar_error": 0.016490879977722084 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_clybius": { "img_count": 8, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -90,30 +90,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "clybius", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "1965588094", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 1965588094, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_clybius": { "5 fingers": 3, @@ -295,14 +295,14 @@ "yellow eyes": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714606013.2763398", - "ss_training_started_at": "1714601288.475169", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714606013.2763398, + "ss_training_started_at": 1714601288.475169, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7ffc304b", "sshs_model_hash": "c8b9432f294d7b9133bdbff9399eca7f4fac93bfed1e8d9e23353999871c3974" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.12_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.12_fro_ckpt1.00_size16.0.json index 67bb4f7155c989eb6dea7bffe9c193794ed0bc1d..b06173a658e111050ef57efa3abc8d965e0cb978 100644 --- a/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.12_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.12_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "clybius", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -35,47 +35,47 @@ }, "mean_img_ar_error": 0.016490879977722084 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_clybius": { "img_count": 8, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -90,30 +90,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "clybius", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "1965588094", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 1965588094, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_clybius": { "5 fingers": 3, @@ -295,14 +295,14 @@ "yellow eyes": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714606013.2763398", - "ss_training_started_at": "1714601288.475169", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714606013.2763398, + "ss_training_started_at": 1714601288.475169, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7ffc304b", "sshs_model_hash": "c8b9432f294d7b9133bdbff9399eca7f4fac93bfed1e8d9e23353999871c3974" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.16_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.16_fro_ckpt1.00_size18.0.json index 67bb4f7155c989eb6dea7bffe9c193794ed0bc1d..b06173a658e111050ef57efa3abc8d965e0cb978 100644 --- a/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.16_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.16_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "clybius", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -35,47 +35,47 @@ }, "mean_img_ar_error": 0.016490879977722084 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_clybius": { "img_count": 8, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -90,30 +90,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "clybius", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "1965588094", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 1965588094, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_clybius": { "5 fingers": 3, @@ -295,14 +295,14 @@ "yellow eyes": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714606013.2763398", - "ss_training_started_at": "1714601288.475169", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714606013.2763398, + "ss_training_started_at": 1714601288.475169, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7ffc304b", "sshs_model_hash": "c8b9432f294d7b9133bdbff9399eca7f4fac93bfed1e8d9e23353999871c3974" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.19_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.19_fro_ckpt1.00_size20.0.json index 67bb4f7155c989eb6dea7bffe9c193794ed0bc1d..b06173a658e111050ef57efa3abc8d965e0cb978 100644 --- a/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.19_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.19_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "clybius", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -35,47 +35,47 @@ }, "mean_img_ar_error": 0.016490879977722084 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_clybius": { "img_count": 8, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -90,30 +90,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "clybius", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "1965588094", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 1965588094, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_clybius": { "5 fingers": 3, @@ -295,14 +295,14 @@ "yellow eyes": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714606013.2763398", - "ss_training_started_at": "1714601288.475169", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714606013.2763398, + "ss_training_started_at": 1714601288.475169, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7ffc304b", "sshs_model_hash": "c8b9432f294d7b9133bdbff9399eca7f4fac93bfed1e8d9e23353999871c3974" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.23_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.23_fro_ckpt1.00_size22.0.json index 67bb4f7155c989eb6dea7bffe9c193794ed0bc1d..b06173a658e111050ef57efa3abc8d965e0cb978 100644 --- a/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.23_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.23_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "clybius", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -35,47 +35,47 @@ }, "mean_img_ar_error": 0.016490879977722084 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_clybius": { "img_count": 8, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -90,30 +90,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "clybius", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "1965588094", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 1965588094, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_clybius": { "5 fingers": 3, @@ -295,14 +295,14 @@ "yellow eyes": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714606013.2763398", - "ss_training_started_at": "1714601288.475169", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714606013.2763398, + "ss_training_started_at": 1714601288.475169, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7ffc304b", "sshs_model_hash": "c8b9432f294d7b9133bdbff9399eca7f4fac93bfed1e8d9e23353999871c3974" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.26_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.26_fro_ckpt1.00_size24.0.json index 67bb4f7155c989eb6dea7bffe9c193794ed0bc1d..b06173a658e111050ef57efa3abc8d965e0cb978 100644 --- a/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.26_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.26_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "clybius", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -35,47 +35,47 @@ }, "mean_img_ar_error": 0.016490879977722084 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_clybius": { "img_count": 8, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -90,30 +90,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "clybius", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "1965588094", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 1965588094, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_clybius": { "5 fingers": 3, @@ -295,14 +295,14 @@ "yellow eyes": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714606013.2763398", - "ss_training_started_at": "1714601288.475169", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714606013.2763398, + "ss_training_started_at": 1714601288.475169, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7ffc304b", "sshs_model_hash": "c8b9432f294d7b9133bdbff9399eca7f4fac93bfed1e8d9e23353999871c3974" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.39_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.39_fro_ckpt1.00_size32.0.json index 67bb4f7155c989eb6dea7bffe9c193794ed0bc1d..b06173a658e111050ef57efa3abc8d965e0cb978 100644 --- a/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.39_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/by_clybius-v1e400_th-3.39_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "clybius", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -35,47 +35,47 @@ }, "mean_img_ar_error": 0.016490879977722084 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_clybius": { "img_count": 8, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -90,30 +90,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "clybius", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "1965588094", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 1965588094, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_clybius": { "5 fingers": 3, @@ -295,14 +295,14 @@ "yellow eyes": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714606013.2763398", - "ss_training_started_at": "1714601288.475169", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714606013.2763398, + "ss_training_started_at": 1714601288.475169, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7ffc304b", "sshs_model_hash": "c8b9432f294d7b9133bdbff9399eca7f4fac93bfed1e8d9e23353999871c3974" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-0.99_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-0.99_spn_lora0.50_spn_ckpt0.50_size4.0.json index fa7e9da54a1ebce0e30b241b2cd6834029f77740..905cf637232be764497740f30b8293855198111c 100644 --- a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-0.99_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-0.99_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "hibbary", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,47 +63,47 @@ }, "mean_img_ar_error": 0.02399295731130205 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hibbary": { "img_count": 61, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "67", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 67, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -118,30 +118,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "67", - "ss_num_reg_images": "0", - "ss_num_train_images": "61", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 67, + "ss_num_reg_images": 0, + "ss_num_train_images": 61, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "hibbary", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3189069778", - "ss_session_id": "2578033797", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3189069778, + "ss_session_id": 2578033797, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_by_hibbary": { "4 fingers": 1, @@ -818,14 +818,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "16", - "ss_training_comment": "None", - "ss_training_finished_at": "1715023510.8769238", - "ss_training_started_at": "1715020705.5684447", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 16, + "ss_training_comment": null, + "ss_training_finished_at": 1715023510.8769238, + "ss_training_started_at": 1715020705.5684447, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6293b98a", "sshs_model_hash": "5b8b73c68bb9f22f39e3df0f406f0f687246ba26bd4a9f3c3a7b69883e98495d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-1.21_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-1.21_spn_lora0.50_spn_ckpt0.50_size8.0.json index fa7e9da54a1ebce0e30b241b2cd6834029f77740..905cf637232be764497740f30b8293855198111c 100644 --- a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-1.21_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-1.21_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "hibbary", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,47 +63,47 @@ }, "mean_img_ar_error": 0.02399295731130205 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hibbary": { "img_count": 61, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "67", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 67, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -118,30 +118,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "67", - "ss_num_reg_images": "0", - "ss_num_train_images": "61", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 67, + "ss_num_reg_images": 0, + "ss_num_train_images": 61, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "hibbary", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3189069778", - "ss_session_id": "2578033797", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3189069778, + "ss_session_id": 2578033797, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_by_hibbary": { "4 fingers": 1, @@ -818,14 +818,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "16", - "ss_training_comment": "None", - "ss_training_finished_at": "1715023510.8769238", - "ss_training_started_at": "1715020705.5684447", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 16, + "ss_training_comment": null, + "ss_training_finished_at": 1715023510.8769238, + "ss_training_started_at": 1715020705.5684447, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6293b98a", "sshs_model_hash": "5b8b73c68bb9f22f39e3df0f406f0f687246ba26bd4a9f3c3a7b69883e98495d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-1.30_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-1.30_spn_lora0.50_spn_ckpt0.50_size12.0.json index fa7e9da54a1ebce0e30b241b2cd6834029f77740..905cf637232be764497740f30b8293855198111c 100644 --- a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-1.30_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-1.30_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "hibbary", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,47 +63,47 @@ }, "mean_img_ar_error": 0.02399295731130205 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hibbary": { "img_count": 61, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "67", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 67, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -118,30 +118,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "67", - "ss_num_reg_images": "0", - "ss_num_train_images": "61", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 67, + "ss_num_reg_images": 0, + "ss_num_train_images": 61, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "hibbary", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3189069778", - "ss_session_id": "2578033797", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3189069778, + "ss_session_id": 2578033797, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_by_hibbary": { "4 fingers": 1, @@ -818,14 +818,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "16", - "ss_training_comment": "None", - "ss_training_finished_at": "1715023510.8769238", - "ss_training_started_at": "1715020705.5684447", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 16, + "ss_training_comment": null, + "ss_training_finished_at": 1715023510.8769238, + "ss_training_started_at": 1715020705.5684447, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6293b98a", "sshs_model_hash": "5b8b73c68bb9f22f39e3df0f406f0f687246ba26bd4a9f3c3a7b69883e98495d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-1.45_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-1.45_spn_lora0.50_spn_ckpt0.50_size24.0.json index fa7e9da54a1ebce0e30b241b2cd6834029f77740..905cf637232be764497740f30b8293855198111c 100644 --- a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-1.45_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-1.45_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "hibbary", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,47 +63,47 @@ }, "mean_img_ar_error": 0.02399295731130205 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hibbary": { "img_count": 61, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "67", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 67, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -118,30 +118,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "67", - "ss_num_reg_images": "0", - "ss_num_train_images": "61", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 67, + "ss_num_reg_images": 0, + "ss_num_train_images": 61, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "hibbary", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3189069778", - "ss_session_id": "2578033797", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3189069778, + "ss_session_id": 2578033797, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_by_hibbary": { "4 fingers": 1, @@ -818,14 +818,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "16", - "ss_training_comment": "None", - "ss_training_finished_at": "1715023510.8769238", - "ss_training_started_at": "1715020705.5684447", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 16, + "ss_training_comment": null, + "ss_training_finished_at": 1715023510.8769238, + "ss_training_started_at": 1715020705.5684447, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6293b98a", "sshs_model_hash": "5b8b73c68bb9f22f39e3df0f406f0f687246ba26bd4a9f3c3a7b69883e98495d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-1.55_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-1.55_spn_lora0.50_spn_ckpt0.50_size32.0.json index fa7e9da54a1ebce0e30b241b2cd6834029f77740..905cf637232be764497740f30b8293855198111c 100644 --- a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-1.55_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-1.55_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "hibbary", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,47 +63,47 @@ }, "mean_img_ar_error": 0.02399295731130205 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hibbary": { "img_count": 61, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "67", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 67, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -118,30 +118,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "67", - "ss_num_reg_images": "0", - "ss_num_train_images": "61", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 67, + "ss_num_reg_images": 0, + "ss_num_train_images": 61, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "hibbary", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3189069778", - "ss_session_id": "2578033797", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3189069778, + "ss_session_id": 2578033797, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_by_hibbary": { "4 fingers": 1, @@ -818,14 +818,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "16", - "ss_training_comment": "None", - "ss_training_finished_at": "1715023510.8769238", - "ss_training_started_at": "1715020705.5684447", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 16, + "ss_training_comment": null, + "ss_training_finished_at": 1715023510.8769238, + "ss_training_started_at": 1715020705.5684447, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6293b98a", "sshs_model_hash": "5b8b73c68bb9f22f39e3df0f406f0f687246ba26bd4a9f3c3a7b69883e98495d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-1.91_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-1.91_spn_ckpt1.00_size4.0.json index fa7e9da54a1ebce0e30b241b2cd6834029f77740..905cf637232be764497740f30b8293855198111c 100644 --- a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-1.91_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-1.91_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "hibbary", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,47 +63,47 @@ }, "mean_img_ar_error": 0.02399295731130205 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hibbary": { "img_count": 61, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "67", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 67, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -118,30 +118,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "67", - "ss_num_reg_images": "0", - "ss_num_train_images": "61", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 67, + "ss_num_reg_images": 0, + "ss_num_train_images": 61, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "hibbary", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3189069778", - "ss_session_id": "2578033797", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3189069778, + "ss_session_id": 2578033797, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_by_hibbary": { "4 fingers": 1, @@ -818,14 +818,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "16", - "ss_training_comment": "None", - "ss_training_finished_at": "1715023510.8769238", - "ss_training_started_at": "1715020705.5684447", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 16, + "ss_training_comment": null, + "ss_training_finished_at": 1715023510.8769238, + "ss_training_started_at": 1715020705.5684447, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6293b98a", "sshs_model_hash": "5b8b73c68bb9f22f39e3df0f406f0f687246ba26bd4a9f3c3a7b69883e98495d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.14_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.14_spn_ckpt1.00_size8.0.json index fa7e9da54a1ebce0e30b241b2cd6834029f77740..905cf637232be764497740f30b8293855198111c 100644 --- a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.14_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.14_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "hibbary", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,47 +63,47 @@ }, "mean_img_ar_error": 0.02399295731130205 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hibbary": { "img_count": 61, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "67", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 67, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -118,30 +118,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "67", - "ss_num_reg_images": "0", - "ss_num_train_images": "61", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 67, + "ss_num_reg_images": 0, + "ss_num_train_images": 61, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "hibbary", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3189069778", - "ss_session_id": "2578033797", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3189069778, + "ss_session_id": 2578033797, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_by_hibbary": { "4 fingers": 1, @@ -818,14 +818,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "16", - "ss_training_comment": "None", - "ss_training_finished_at": "1715023510.8769238", - "ss_training_started_at": "1715020705.5684447", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 16, + "ss_training_comment": null, + "ss_training_finished_at": 1715023510.8769238, + "ss_training_started_at": 1715020705.5684447, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6293b98a", "sshs_model_hash": "5b8b73c68bb9f22f39e3df0f406f0f687246ba26bd4a9f3c3a7b69883e98495d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.24_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.24_spn_ckpt1.00_size12.0.json index fa7e9da54a1ebce0e30b241b2cd6834029f77740..905cf637232be764497740f30b8293855198111c 100644 --- a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.24_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.24_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "hibbary", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,47 +63,47 @@ }, "mean_img_ar_error": 0.02399295731130205 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hibbary": { "img_count": 61, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "67", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 67, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -118,30 +118,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "67", - "ss_num_reg_images": "0", - "ss_num_train_images": "61", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 67, + "ss_num_reg_images": 0, + "ss_num_train_images": 61, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "hibbary", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3189069778", - "ss_session_id": "2578033797", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3189069778, + "ss_session_id": 2578033797, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_by_hibbary": { "4 fingers": 1, @@ -818,14 +818,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "16", - "ss_training_comment": "None", - "ss_training_finished_at": "1715023510.8769238", - "ss_training_started_at": "1715020705.5684447", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 16, + "ss_training_comment": null, + "ss_training_finished_at": 1715023510.8769238, + "ss_training_started_at": 1715020705.5684447, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6293b98a", "sshs_model_hash": "5b8b73c68bb9f22f39e3df0f406f0f687246ba26bd4a9f3c3a7b69883e98495d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.28_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.28_spn_ckpt1.00_size14.0.json index fa7e9da54a1ebce0e30b241b2cd6834029f77740..905cf637232be764497740f30b8293855198111c 100644 --- a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.28_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.28_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "hibbary", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,47 +63,47 @@ }, "mean_img_ar_error": 0.02399295731130205 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hibbary": { "img_count": 61, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "67", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 67, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -118,30 +118,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "67", - "ss_num_reg_images": "0", - "ss_num_train_images": "61", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 67, + "ss_num_reg_images": 0, + "ss_num_train_images": 61, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "hibbary", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3189069778", - "ss_session_id": "2578033797", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3189069778, + "ss_session_id": 2578033797, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_by_hibbary": { "4 fingers": 1, @@ -818,14 +818,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "16", - "ss_training_comment": "None", - "ss_training_finished_at": "1715023510.8769238", - "ss_training_started_at": "1715020705.5684447", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 16, + "ss_training_comment": null, + "ss_training_finished_at": 1715023510.8769238, + "ss_training_started_at": 1715020705.5684447, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6293b98a", "sshs_model_hash": "5b8b73c68bb9f22f39e3df0f406f0f687246ba26bd4a9f3c3a7b69883e98495d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.32_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.32_spn_ckpt1.00_size16.0.json index fa7e9da54a1ebce0e30b241b2cd6834029f77740..905cf637232be764497740f30b8293855198111c 100644 --- a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.32_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.32_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "hibbary", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,47 +63,47 @@ }, "mean_img_ar_error": 0.02399295731130205 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hibbary": { "img_count": 61, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "67", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 67, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -118,30 +118,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "67", - "ss_num_reg_images": "0", - "ss_num_train_images": "61", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 67, + "ss_num_reg_images": 0, + "ss_num_train_images": 61, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "hibbary", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3189069778", - "ss_session_id": "2578033797", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3189069778, + "ss_session_id": 2578033797, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_by_hibbary": { "4 fingers": 1, @@ -818,14 +818,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "16", - "ss_training_comment": "None", - "ss_training_finished_at": "1715023510.8769238", - "ss_training_started_at": "1715020705.5684447", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 16, + "ss_training_comment": null, + "ss_training_finished_at": 1715023510.8769238, + "ss_training_started_at": 1715020705.5684447, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6293b98a", "sshs_model_hash": "5b8b73c68bb9f22f39e3df0f406f0f687246ba26bd4a9f3c3a7b69883e98495d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.35_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.35_spn_ckpt1.00_size18.0.json index fa7e9da54a1ebce0e30b241b2cd6834029f77740..905cf637232be764497740f30b8293855198111c 100644 --- a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.35_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.35_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "hibbary", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,47 +63,47 @@ }, "mean_img_ar_error": 0.02399295731130205 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hibbary": { "img_count": 61, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "67", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 67, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -118,30 +118,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "67", - "ss_num_reg_images": "0", - "ss_num_train_images": "61", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 67, + "ss_num_reg_images": 0, + "ss_num_train_images": 61, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "hibbary", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3189069778", - "ss_session_id": "2578033797", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3189069778, + "ss_session_id": 2578033797, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_by_hibbary": { "4 fingers": 1, @@ -818,14 +818,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "16", - "ss_training_comment": "None", - "ss_training_finished_at": "1715023510.8769238", - "ss_training_started_at": "1715020705.5684447", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 16, + "ss_training_comment": null, + "ss_training_finished_at": 1715023510.8769238, + "ss_training_started_at": 1715020705.5684447, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6293b98a", "sshs_model_hash": "5b8b73c68bb9f22f39e3df0f406f0f687246ba26bd4a9f3c3a7b69883e98495d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.38_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.38_spn_ckpt1.00_size20.0.json index fa7e9da54a1ebce0e30b241b2cd6834029f77740..905cf637232be764497740f30b8293855198111c 100644 --- a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.38_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.38_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "hibbary", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,47 +63,47 @@ }, "mean_img_ar_error": 0.02399295731130205 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hibbary": { "img_count": 61, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "67", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 67, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -118,30 +118,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "67", - "ss_num_reg_images": "0", - "ss_num_train_images": "61", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 67, + "ss_num_reg_images": 0, + "ss_num_train_images": 61, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "hibbary", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3189069778", - "ss_session_id": "2578033797", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3189069778, + "ss_session_id": 2578033797, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_by_hibbary": { "4 fingers": 1, @@ -818,14 +818,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "16", - "ss_training_comment": "None", - "ss_training_finished_at": "1715023510.8769238", - "ss_training_started_at": "1715020705.5684447", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 16, + "ss_training_comment": null, + "ss_training_finished_at": 1715023510.8769238, + "ss_training_started_at": 1715020705.5684447, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6293b98a", "sshs_model_hash": "5b8b73c68bb9f22f39e3df0f406f0f687246ba26bd4a9f3c3a7b69883e98495d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.41_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.41_spn_ckpt1.00_size22.0.json index fa7e9da54a1ebce0e30b241b2cd6834029f77740..905cf637232be764497740f30b8293855198111c 100644 --- a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.41_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.41_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "hibbary", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,47 +63,47 @@ }, "mean_img_ar_error": 0.02399295731130205 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hibbary": { "img_count": 61, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "67", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 67, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -118,30 +118,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "67", - "ss_num_reg_images": "0", - "ss_num_train_images": "61", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 67, + "ss_num_reg_images": 0, + "ss_num_train_images": 61, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "hibbary", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3189069778", - "ss_session_id": "2578033797", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3189069778, + "ss_session_id": 2578033797, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_by_hibbary": { "4 fingers": 1, @@ -818,14 +818,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "16", - "ss_training_comment": "None", - "ss_training_finished_at": "1715023510.8769238", - "ss_training_started_at": "1715020705.5684447", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 16, + "ss_training_comment": null, + "ss_training_finished_at": 1715023510.8769238, + "ss_training_started_at": 1715020705.5684447, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6293b98a", "sshs_model_hash": "5b8b73c68bb9f22f39e3df0f406f0f687246ba26bd4a9f3c3a7b69883e98495d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.44_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.44_spn_ckpt1.00_size24.0.json index fa7e9da54a1ebce0e30b241b2cd6834029f77740..905cf637232be764497740f30b8293855198111c 100644 --- a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.44_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.44_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "hibbary", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,47 +63,47 @@ }, "mean_img_ar_error": 0.02399295731130205 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hibbary": { "img_count": 61, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "67", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 67, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -118,30 +118,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "67", - "ss_num_reg_images": "0", - "ss_num_train_images": "61", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 67, + "ss_num_reg_images": 0, + "ss_num_train_images": 61, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "hibbary", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3189069778", - "ss_session_id": "2578033797", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3189069778, + "ss_session_id": 2578033797, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_by_hibbary": { "4 fingers": 1, @@ -818,14 +818,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "16", - "ss_training_comment": "None", - "ss_training_finished_at": "1715023510.8769238", - "ss_training_started_at": "1715020705.5684447", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 16, + "ss_training_comment": null, + "ss_training_finished_at": 1715023510.8769238, + "ss_training_started_at": 1715020705.5684447, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6293b98a", "sshs_model_hash": "5b8b73c68bb9f22f39e3df0f406f0f687246ba26bd4a9f3c3a7b69883e98495d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.55_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.55_spn_ckpt1.00_size32.0.json index fa7e9da54a1ebce0e30b241b2cd6834029f77740..905cf637232be764497740f30b8293855198111c 100644 --- a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.55_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.55_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "hibbary", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,47 +63,47 @@ }, "mean_img_ar_error": 0.02399295731130205 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hibbary": { "img_count": 61, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "67", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 67, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -118,30 +118,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "67", - "ss_num_reg_images": "0", - "ss_num_train_images": "61", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 67, + "ss_num_reg_images": 0, + "ss_num_train_images": 61, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "hibbary", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3189069778", - "ss_session_id": "2578033797", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3189069778, + "ss_session_id": 2578033797, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_by_hibbary": { "4 fingers": 1, @@ -818,14 +818,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "16", - "ss_training_comment": "None", - "ss_training_finished_at": "1715023510.8769238", - "ss_training_started_at": "1715020705.5684447", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 16, + "ss_training_comment": null, + "ss_training_finished_at": 1715023510.8769238, + "ss_training_started_at": 1715020705.5684447, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6293b98a", "sshs_model_hash": "5b8b73c68bb9f22f39e3df0f406f0f687246ba26bd4a9f3c3a7b69883e98495d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.87_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.87_fro_ckpt1.00_size4.0.json index fa7e9da54a1ebce0e30b241b2cd6834029f77740..905cf637232be764497740f30b8293855198111c 100644 --- a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.87_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-2.87_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "hibbary", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,47 +63,47 @@ }, "mean_img_ar_error": 0.02399295731130205 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hibbary": { "img_count": 61, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "67", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 67, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -118,30 +118,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "67", - "ss_num_reg_images": "0", - "ss_num_train_images": "61", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 67, + "ss_num_reg_images": 0, + "ss_num_train_images": 61, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "hibbary", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3189069778", - "ss_session_id": "2578033797", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3189069778, + "ss_session_id": 2578033797, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_by_hibbary": { "4 fingers": 1, @@ -818,14 +818,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "16", - "ss_training_comment": "None", - "ss_training_finished_at": "1715023510.8769238", - "ss_training_started_at": "1715020705.5684447", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 16, + "ss_training_comment": null, + "ss_training_finished_at": 1715023510.8769238, + "ss_training_started_at": 1715020705.5684447, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6293b98a", "sshs_model_hash": "5b8b73c68bb9f22f39e3df0f406f0f687246ba26bd4a9f3c3a7b69883e98495d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.08_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.08_fro_ckpt1.00_size8.0.json index fa7e9da54a1ebce0e30b241b2cd6834029f77740..905cf637232be764497740f30b8293855198111c 100644 --- a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.08_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.08_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "hibbary", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,47 +63,47 @@ }, "mean_img_ar_error": 0.02399295731130205 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hibbary": { "img_count": 61, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "67", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 67, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -118,30 +118,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "67", - "ss_num_reg_images": "0", - "ss_num_train_images": "61", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 67, + "ss_num_reg_images": 0, + "ss_num_train_images": 61, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "hibbary", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3189069778", - "ss_session_id": "2578033797", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3189069778, + "ss_session_id": 2578033797, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_by_hibbary": { "4 fingers": 1, @@ -818,14 +818,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "16", - "ss_training_comment": "None", - "ss_training_finished_at": "1715023510.8769238", - "ss_training_started_at": "1715020705.5684447", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 16, + "ss_training_comment": null, + "ss_training_finished_at": 1715023510.8769238, + "ss_training_started_at": 1715020705.5684447, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6293b98a", "sshs_model_hash": "5b8b73c68bb9f22f39e3df0f406f0f687246ba26bd4a9f3c3a7b69883e98495d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.19_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.19_fro_ckpt1.00_size12.0.json index fa7e9da54a1ebce0e30b241b2cd6834029f77740..905cf637232be764497740f30b8293855198111c 100644 --- a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.19_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.19_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "hibbary", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,47 +63,47 @@ }, "mean_img_ar_error": 0.02399295731130205 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hibbary": { "img_count": 61, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "67", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 67, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -118,30 +118,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "67", - "ss_num_reg_images": "0", - "ss_num_train_images": "61", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 67, + "ss_num_reg_images": 0, + "ss_num_train_images": 61, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "hibbary", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3189069778", - "ss_session_id": "2578033797", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3189069778, + "ss_session_id": 2578033797, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_by_hibbary": { "4 fingers": 1, @@ -818,14 +818,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "16", - "ss_training_comment": "None", - "ss_training_finished_at": "1715023510.8769238", - "ss_training_started_at": "1715020705.5684447", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 16, + "ss_training_comment": null, + "ss_training_finished_at": 1715023510.8769238, + "ss_training_started_at": 1715020705.5684447, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6293b98a", "sshs_model_hash": "5b8b73c68bb9f22f39e3df0f406f0f687246ba26bd4a9f3c3a7b69883e98495d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.22_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.22_fro_ckpt1.00_size14.0.json index fa7e9da54a1ebce0e30b241b2cd6834029f77740..905cf637232be764497740f30b8293855198111c 100644 --- a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.22_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.22_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "hibbary", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,47 +63,47 @@ }, "mean_img_ar_error": 0.02399295731130205 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hibbary": { "img_count": 61, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "67", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 67, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -118,30 +118,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "67", - "ss_num_reg_images": "0", - "ss_num_train_images": "61", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 67, + "ss_num_reg_images": 0, + "ss_num_train_images": 61, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "hibbary", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3189069778", - "ss_session_id": "2578033797", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3189069778, + "ss_session_id": 2578033797, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_by_hibbary": { "4 fingers": 1, @@ -818,14 +818,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "16", - "ss_training_comment": "None", - "ss_training_finished_at": "1715023510.8769238", - "ss_training_started_at": "1715020705.5684447", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 16, + "ss_training_comment": null, + "ss_training_finished_at": 1715023510.8769238, + "ss_training_started_at": 1715020705.5684447, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6293b98a", "sshs_model_hash": "5b8b73c68bb9f22f39e3df0f406f0f687246ba26bd4a9f3c3a7b69883e98495d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.25_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.25_fro_ckpt1.00_size16.0.json index fa7e9da54a1ebce0e30b241b2cd6834029f77740..905cf637232be764497740f30b8293855198111c 100644 --- a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.25_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.25_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "hibbary", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,47 +63,47 @@ }, "mean_img_ar_error": 0.02399295731130205 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hibbary": { "img_count": 61, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "67", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 67, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -118,30 +118,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "67", - "ss_num_reg_images": "0", - "ss_num_train_images": "61", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 67, + "ss_num_reg_images": 0, + "ss_num_train_images": 61, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "hibbary", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3189069778", - "ss_session_id": "2578033797", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3189069778, + "ss_session_id": 2578033797, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_by_hibbary": { "4 fingers": 1, @@ -818,14 +818,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "16", - "ss_training_comment": "None", - "ss_training_finished_at": "1715023510.8769238", - "ss_training_started_at": "1715020705.5684447", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 16, + "ss_training_comment": null, + "ss_training_finished_at": 1715023510.8769238, + "ss_training_started_at": 1715020705.5684447, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6293b98a", "sshs_model_hash": "5b8b73c68bb9f22f39e3df0f406f0f687246ba26bd4a9f3c3a7b69883e98495d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.28_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.28_fro_ckpt1.00_size18.0.json index fa7e9da54a1ebce0e30b241b2cd6834029f77740..905cf637232be764497740f30b8293855198111c 100644 --- a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.28_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.28_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "hibbary", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,47 +63,47 @@ }, "mean_img_ar_error": 0.02399295731130205 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hibbary": { "img_count": 61, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "67", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 67, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -118,30 +118,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "67", - "ss_num_reg_images": "0", - "ss_num_train_images": "61", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 67, + "ss_num_reg_images": 0, + "ss_num_train_images": 61, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "hibbary", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3189069778", - "ss_session_id": "2578033797", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3189069778, + "ss_session_id": 2578033797, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_by_hibbary": { "4 fingers": 1, @@ -818,14 +818,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "16", - "ss_training_comment": "None", - "ss_training_finished_at": "1715023510.8769238", - "ss_training_started_at": "1715020705.5684447", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 16, + "ss_training_comment": null, + "ss_training_finished_at": 1715023510.8769238, + "ss_training_started_at": 1715020705.5684447, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6293b98a", "sshs_model_hash": "5b8b73c68bb9f22f39e3df0f406f0f687246ba26bd4a9f3c3a7b69883e98495d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.30_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.30_fro_ckpt1.00_size20.0.json index fa7e9da54a1ebce0e30b241b2cd6834029f77740..905cf637232be764497740f30b8293855198111c 100644 --- a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.30_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.30_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "hibbary", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,47 +63,47 @@ }, "mean_img_ar_error": 0.02399295731130205 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hibbary": { "img_count": 61, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "67", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 67, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -118,30 +118,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "67", - "ss_num_reg_images": "0", - "ss_num_train_images": "61", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 67, + "ss_num_reg_images": 0, + "ss_num_train_images": 61, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "hibbary", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3189069778", - "ss_session_id": "2578033797", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3189069778, + "ss_session_id": 2578033797, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_by_hibbary": { "4 fingers": 1, @@ -818,14 +818,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "16", - "ss_training_comment": "None", - "ss_training_finished_at": "1715023510.8769238", - "ss_training_started_at": "1715020705.5684447", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 16, + "ss_training_comment": null, + "ss_training_finished_at": 1715023510.8769238, + "ss_training_started_at": 1715020705.5684447, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6293b98a", "sshs_model_hash": "5b8b73c68bb9f22f39e3df0f406f0f687246ba26bd4a9f3c3a7b69883e98495d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.32_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.32_fro_ckpt1.00_size22.0.json index fa7e9da54a1ebce0e30b241b2cd6834029f77740..905cf637232be764497740f30b8293855198111c 100644 --- a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.32_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.32_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "hibbary", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,47 +63,47 @@ }, "mean_img_ar_error": 0.02399295731130205 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hibbary": { "img_count": 61, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "67", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 67, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -118,30 +118,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "67", - "ss_num_reg_images": "0", - "ss_num_train_images": "61", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 67, + "ss_num_reg_images": 0, + "ss_num_train_images": 61, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "hibbary", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3189069778", - "ss_session_id": "2578033797", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3189069778, + "ss_session_id": 2578033797, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_by_hibbary": { "4 fingers": 1, @@ -818,14 +818,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "16", - "ss_training_comment": "None", - "ss_training_finished_at": "1715023510.8769238", - "ss_training_started_at": "1715020705.5684447", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 16, + "ss_training_comment": null, + "ss_training_finished_at": 1715023510.8769238, + "ss_training_started_at": 1715020705.5684447, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6293b98a", "sshs_model_hash": "5b8b73c68bb9f22f39e3df0f406f0f687246ba26bd4a9f3c3a7b69883e98495d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.34_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.34_fro_ckpt1.00_size24.0.json index fa7e9da54a1ebce0e30b241b2cd6834029f77740..905cf637232be764497740f30b8293855198111c 100644 --- a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.34_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.34_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "hibbary", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,47 +63,47 @@ }, "mean_img_ar_error": 0.02399295731130205 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hibbary": { "img_count": 61, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "67", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 67, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -118,30 +118,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "67", - "ss_num_reg_images": "0", - "ss_num_train_images": "61", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 67, + "ss_num_reg_images": 0, + "ss_num_train_images": 61, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "hibbary", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3189069778", - "ss_session_id": "2578033797", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3189069778, + "ss_session_id": 2578033797, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_by_hibbary": { "4 fingers": 1, @@ -818,14 +818,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "16", - "ss_training_comment": "None", - "ss_training_finished_at": "1715023510.8769238", - "ss_training_started_at": "1715020705.5684447", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 16, + "ss_training_comment": null, + "ss_training_finished_at": 1715023510.8769238, + "ss_training_started_at": 1715020705.5684447, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6293b98a", "sshs_model_hash": "5b8b73c68bb9f22f39e3df0f406f0f687246ba26bd4a9f3c3a7b69883e98495d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.42_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.42_fro_ckpt1.00_size32.0.json index fa7e9da54a1ebce0e30b241b2cd6834029f77740..905cf637232be764497740f30b8293855198111c 100644 --- a/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.42_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/by_hibbary-v1e400_th-3.42_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "hibbary", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,47 +63,47 @@ }, "mean_img_ar_error": 0.02399295731130205 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hibbary": { "img_count": 61, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "67", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 67, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -118,30 +118,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "67", - "ss_num_reg_images": "0", - "ss_num_train_images": "61", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 67, + "ss_num_reg_images": 0, + "ss_num_train_images": 61, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "hibbary", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3189069778", - "ss_session_id": "2578033797", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3189069778, + "ss_session_id": 2578033797, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_by_hibbary": { "4 fingers": 1, @@ -818,14 +818,14 @@ "young": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "16", - "ss_training_comment": "None", - "ss_training_finished_at": "1715023510.8769238", - "ss_training_started_at": "1715020705.5684447", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 16, + "ss_training_comment": null, + "ss_training_finished_at": 1715023510.8769238, + "ss_training_started_at": 1715020705.5684447, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6293b98a", "sshs_model_hash": "5b8b73c68bb9f22f39e3df0f406f0f687246ba26bd4a9f3c3a7b69883e98495d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_himari-v1e400_th-0.79_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/by_himari-v1e400_th-0.79_spn_lora0.50_spn_ckpt0.50_size4.0.json index 1378d220555ec9b8410976e59f339864bee9b1ed..c6a8f3489e464a07774bfff12ec81f6476ebced2 100644 --- a/ponyxl_loras_shrunk/by_himari-v1e400_th-0.79_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/by_himari-v1e400_th-0.79_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -28,47 +28,47 @@ }, "mean_img_ar_error": 0.025329794598304867 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_by_himari": { "img_count": 4, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -84,30 +84,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "4232843019", - "ss_session_id": "2808464207", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4232843019, + "ss_session_id": 2808464207, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "5_by_himari": { "a blush on her face adds a touch of emotion to the scene.": 1, @@ -245,14 +245,14 @@ "white topwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713464420.8926144", - "ss_training_started_at": "1713459451.3563888", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713464420.8926144, + "ss_training_started_at": 1713459451.3563888, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a4b7b3a3", "sshs_model_hash": "113c88107b96c3bf3ec7b4f1c43add09aac4c2898af839ae759b1f92af17395a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_himari-v1e400_th-1.07_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/by_himari-v1e400_th-1.07_spn_lora0.50_spn_ckpt0.50_size8.0.json index 1378d220555ec9b8410976e59f339864bee9b1ed..c6a8f3489e464a07774bfff12ec81f6476ebced2 100644 --- a/ponyxl_loras_shrunk/by_himari-v1e400_th-1.07_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/by_himari-v1e400_th-1.07_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -28,47 +28,47 @@ }, "mean_img_ar_error": 0.025329794598304867 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_by_himari": { "img_count": 4, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -84,30 +84,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "4232843019", - "ss_session_id": "2808464207", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4232843019, + "ss_session_id": 2808464207, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "5_by_himari": { "a blush on her face adds a touch of emotion to the scene.": 1, @@ -245,14 +245,14 @@ "white topwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713464420.8926144", - "ss_training_started_at": "1713459451.3563888", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713464420.8926144, + "ss_training_started_at": 1713459451.3563888, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a4b7b3a3", "sshs_model_hash": "113c88107b96c3bf3ec7b4f1c43add09aac4c2898af839ae759b1f92af17395a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_himari-v1e400_th-1.20_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/by_himari-v1e400_th-1.20_spn_lora0.50_spn_ckpt0.50_size12.0.json index 1378d220555ec9b8410976e59f339864bee9b1ed..c6a8f3489e464a07774bfff12ec81f6476ebced2 100644 --- a/ponyxl_loras_shrunk/by_himari-v1e400_th-1.20_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/by_himari-v1e400_th-1.20_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -28,47 +28,47 @@ }, "mean_img_ar_error": 0.025329794598304867 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_by_himari": { "img_count": 4, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -84,30 +84,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "4232843019", - "ss_session_id": "2808464207", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4232843019, + "ss_session_id": 2808464207, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "5_by_himari": { "a blush on her face adds a touch of emotion to the scene.": 1, @@ -245,14 +245,14 @@ "white topwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713464420.8926144", - "ss_training_started_at": "1713459451.3563888", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713464420.8926144, + "ss_training_started_at": 1713459451.3563888, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a4b7b3a3", "sshs_model_hash": "113c88107b96c3bf3ec7b4f1c43add09aac4c2898af839ae759b1f92af17395a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_himari-v1e400_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/by_himari-v1e400_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json index 1378d220555ec9b8410976e59f339864bee9b1ed..c6a8f3489e464a07774bfff12ec81f6476ebced2 100644 --- a/ponyxl_loras_shrunk/by_himari-v1e400_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/by_himari-v1e400_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -28,47 +28,47 @@ }, "mean_img_ar_error": 0.025329794598304867 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_by_himari": { "img_count": 4, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -84,30 +84,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "4232843019", - "ss_session_id": "2808464207", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4232843019, + "ss_session_id": 2808464207, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "5_by_himari": { "a blush on her face adds a touch of emotion to the scene.": 1, @@ -245,14 +245,14 @@ "white topwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713464420.8926144", - "ss_training_started_at": "1713459451.3563888", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713464420.8926144, + "ss_training_started_at": 1713459451.3563888, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a4b7b3a3", "sshs_model_hash": "113c88107b96c3bf3ec7b4f1c43add09aac4c2898af839ae759b1f92af17395a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_himari-v1e400_th-1.48_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/by_himari-v1e400_th-1.48_spn_ckpt1.00_size4.0.json index 1378d220555ec9b8410976e59f339864bee9b1ed..c6a8f3489e464a07774bfff12ec81f6476ebced2 100644 --- a/ponyxl_loras_shrunk/by_himari-v1e400_th-1.48_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/by_himari-v1e400_th-1.48_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -28,47 +28,47 @@ }, "mean_img_ar_error": 0.025329794598304867 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_by_himari": { "img_count": 4, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -84,30 +84,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "4232843019", - "ss_session_id": "2808464207", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4232843019, + "ss_session_id": 2808464207, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "5_by_himari": { "a blush on her face adds a touch of emotion to the scene.": 1, @@ -245,14 +245,14 @@ "white topwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713464420.8926144", - "ss_training_started_at": "1713459451.3563888", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713464420.8926144, + "ss_training_started_at": 1713459451.3563888, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a4b7b3a3", "sshs_model_hash": "113c88107b96c3bf3ec7b4f1c43add09aac4c2898af839ae759b1f92af17395a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_himari-v1e400_th-1.57_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/by_himari-v1e400_th-1.57_spn_lora0.50_spn_ckpt0.50_size32.0.json index 1378d220555ec9b8410976e59f339864bee9b1ed..c6a8f3489e464a07774bfff12ec81f6476ebced2 100644 --- a/ponyxl_loras_shrunk/by_himari-v1e400_th-1.57_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/by_himari-v1e400_th-1.57_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -28,47 +28,47 @@ }, "mean_img_ar_error": 0.025329794598304867 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_by_himari": { "img_count": 4, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -84,30 +84,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "4232843019", - "ss_session_id": "2808464207", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4232843019, + "ss_session_id": 2808464207, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "5_by_himari": { "a blush on her face adds a touch of emotion to the scene.": 1, @@ -245,14 +245,14 @@ "white topwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713464420.8926144", - "ss_training_started_at": "1713459451.3563888", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713464420.8926144, + "ss_training_started_at": 1713459451.3563888, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a4b7b3a3", "sshs_model_hash": "113c88107b96c3bf3ec7b4f1c43add09aac4c2898af839ae759b1f92af17395a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_himari-v1e400_th-1.78_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/by_himari-v1e400_th-1.78_spn_ckpt1.00_size8.0.json index 1378d220555ec9b8410976e59f339864bee9b1ed..c6a8f3489e464a07774bfff12ec81f6476ebced2 100644 --- a/ponyxl_loras_shrunk/by_himari-v1e400_th-1.78_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/by_himari-v1e400_th-1.78_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -28,47 +28,47 @@ }, "mean_img_ar_error": 0.025329794598304867 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_by_himari": { "img_count": 4, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -84,30 +84,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "4232843019", - "ss_session_id": "2808464207", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4232843019, + "ss_session_id": 2808464207, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "5_by_himari": { "a blush on her face adds a touch of emotion to the scene.": 1, @@ -245,14 +245,14 @@ "white topwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713464420.8926144", - "ss_training_started_at": "1713459451.3563888", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713464420.8926144, + "ss_training_started_at": 1713459451.3563888, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a4b7b3a3", "sshs_model_hash": "113c88107b96c3bf3ec7b4f1c43add09aac4c2898af839ae759b1f92af17395a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_himari-v1e400_th-1.92_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/by_himari-v1e400_th-1.92_spn_ckpt1.00_size12.0.json index 1378d220555ec9b8410976e59f339864bee9b1ed..c6a8f3489e464a07774bfff12ec81f6476ebced2 100644 --- a/ponyxl_loras_shrunk/by_himari-v1e400_th-1.92_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/by_himari-v1e400_th-1.92_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -28,47 +28,47 @@ }, "mean_img_ar_error": 0.025329794598304867 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_by_himari": { "img_count": 4, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -84,30 +84,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "4232843019", - "ss_session_id": "2808464207", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4232843019, + "ss_session_id": 2808464207, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "5_by_himari": { "a blush on her face adds a touch of emotion to the scene.": 1, @@ -245,14 +245,14 @@ "white topwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713464420.8926144", - "ss_training_started_at": "1713459451.3563888", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713464420.8926144, + "ss_training_started_at": 1713459451.3563888, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a4b7b3a3", "sshs_model_hash": "113c88107b96c3bf3ec7b4f1c43add09aac4c2898af839ae759b1f92af17395a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_himari-v1e400_th-1.98_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/by_himari-v1e400_th-1.98_spn_ckpt1.00_size14.0.json index 1378d220555ec9b8410976e59f339864bee9b1ed..c6a8f3489e464a07774bfff12ec81f6476ebced2 100644 --- a/ponyxl_loras_shrunk/by_himari-v1e400_th-1.98_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/by_himari-v1e400_th-1.98_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -28,47 +28,47 @@ }, "mean_img_ar_error": 0.025329794598304867 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_by_himari": { "img_count": 4, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -84,30 +84,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "4232843019", - "ss_session_id": "2808464207", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4232843019, + "ss_session_id": 2808464207, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "5_by_himari": { "a blush on her face adds a touch of emotion to the scene.": 1, @@ -245,14 +245,14 @@ "white topwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713464420.8926144", - "ss_training_started_at": "1713459451.3563888", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713464420.8926144, + "ss_training_started_at": 1713459451.3563888, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a4b7b3a3", "sshs_model_hash": "113c88107b96c3bf3ec7b4f1c43add09aac4c2898af839ae759b1f92af17395a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_himari-v1e400_th-2.03_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/by_himari-v1e400_th-2.03_spn_ckpt1.00_size16.0.json index 1378d220555ec9b8410976e59f339864bee9b1ed..c6a8f3489e464a07774bfff12ec81f6476ebced2 100644 --- a/ponyxl_loras_shrunk/by_himari-v1e400_th-2.03_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/by_himari-v1e400_th-2.03_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -28,47 +28,47 @@ }, "mean_img_ar_error": 0.025329794598304867 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_by_himari": { "img_count": 4, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -84,30 +84,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "4232843019", - "ss_session_id": "2808464207", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4232843019, + "ss_session_id": 2808464207, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "5_by_himari": { "a blush on her face adds a touch of emotion to the scene.": 1, @@ -245,14 +245,14 @@ "white topwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713464420.8926144", - "ss_training_started_at": "1713459451.3563888", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713464420.8926144, + "ss_training_started_at": 1713459451.3563888, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a4b7b3a3", "sshs_model_hash": "113c88107b96c3bf3ec7b4f1c43add09aac4c2898af839ae759b1f92af17395a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_himari-v1e400_th-2.08_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/by_himari-v1e400_th-2.08_spn_ckpt1.00_size18.0.json index 1378d220555ec9b8410976e59f339864bee9b1ed..c6a8f3489e464a07774bfff12ec81f6476ebced2 100644 --- a/ponyxl_loras_shrunk/by_himari-v1e400_th-2.08_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/by_himari-v1e400_th-2.08_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -28,47 +28,47 @@ }, "mean_img_ar_error": 0.025329794598304867 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_by_himari": { "img_count": 4, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -84,30 +84,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "4232843019", - "ss_session_id": "2808464207", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4232843019, + "ss_session_id": 2808464207, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "5_by_himari": { "a blush on her face adds a touch of emotion to the scene.": 1, @@ -245,14 +245,14 @@ "white topwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713464420.8926144", - "ss_training_started_at": "1713459451.3563888", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713464420.8926144, + "ss_training_started_at": 1713459451.3563888, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a4b7b3a3", "sshs_model_hash": "113c88107b96c3bf3ec7b4f1c43add09aac4c2898af839ae759b1f92af17395a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_himari-v1e400_th-2.12_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/by_himari-v1e400_th-2.12_spn_ckpt1.00_size20.0.json index 1378d220555ec9b8410976e59f339864bee9b1ed..c6a8f3489e464a07774bfff12ec81f6476ebced2 100644 --- a/ponyxl_loras_shrunk/by_himari-v1e400_th-2.12_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/by_himari-v1e400_th-2.12_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -28,47 +28,47 @@ }, "mean_img_ar_error": 0.025329794598304867 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_by_himari": { "img_count": 4, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -84,30 +84,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "4232843019", - "ss_session_id": "2808464207", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4232843019, + "ss_session_id": 2808464207, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "5_by_himari": { "a blush on her face adds a touch of emotion to the scene.": 1, @@ -245,14 +245,14 @@ "white topwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713464420.8926144", - "ss_training_started_at": "1713459451.3563888", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713464420.8926144, + "ss_training_started_at": 1713459451.3563888, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a4b7b3a3", "sshs_model_hash": "113c88107b96c3bf3ec7b4f1c43add09aac4c2898af839ae759b1f92af17395a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_himari-v1e400_th-2.16_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/by_himari-v1e400_th-2.16_spn_ckpt1.00_size22.0.json index 1378d220555ec9b8410976e59f339864bee9b1ed..c6a8f3489e464a07774bfff12ec81f6476ebced2 100644 --- a/ponyxl_loras_shrunk/by_himari-v1e400_th-2.16_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/by_himari-v1e400_th-2.16_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -28,47 +28,47 @@ }, "mean_img_ar_error": 0.025329794598304867 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_by_himari": { "img_count": 4, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -84,30 +84,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "4232843019", - "ss_session_id": "2808464207", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4232843019, + "ss_session_id": 2808464207, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "5_by_himari": { "a blush on her face adds a touch of emotion to the scene.": 1, @@ -245,14 +245,14 @@ "white topwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713464420.8926144", - "ss_training_started_at": "1713459451.3563888", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713464420.8926144, + "ss_training_started_at": 1713459451.3563888, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a4b7b3a3", "sshs_model_hash": "113c88107b96c3bf3ec7b4f1c43add09aac4c2898af839ae759b1f92af17395a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_himari-v1e400_th-2.20_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/by_himari-v1e400_th-2.20_spn_ckpt1.00_size24.0.json index 1378d220555ec9b8410976e59f339864bee9b1ed..c6a8f3489e464a07774bfff12ec81f6476ebced2 100644 --- a/ponyxl_loras_shrunk/by_himari-v1e400_th-2.20_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/by_himari-v1e400_th-2.20_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -28,47 +28,47 @@ }, "mean_img_ar_error": 0.025329794598304867 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_by_himari": { "img_count": 4, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -84,30 +84,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "4232843019", - "ss_session_id": "2808464207", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4232843019, + "ss_session_id": 2808464207, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "5_by_himari": { "a blush on her face adds a touch of emotion to the scene.": 1, @@ -245,14 +245,14 @@ "white topwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713464420.8926144", - "ss_training_started_at": "1713459451.3563888", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713464420.8926144, + "ss_training_started_at": 1713459451.3563888, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a4b7b3a3", "sshs_model_hash": "113c88107b96c3bf3ec7b4f1c43add09aac4c2898af839ae759b1f92af17395a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_himari-v1e400_th-2.36_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/by_himari-v1e400_th-2.36_spn_ckpt1.00_size32.0.json index 1378d220555ec9b8410976e59f339864bee9b1ed..c6a8f3489e464a07774bfff12ec81f6476ebced2 100644 --- a/ponyxl_loras_shrunk/by_himari-v1e400_th-2.36_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/by_himari-v1e400_th-2.36_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -28,47 +28,47 @@ }, "mean_img_ar_error": 0.025329794598304867 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_by_himari": { "img_count": 4, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -84,30 +84,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "4232843019", - "ss_session_id": "2808464207", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4232843019, + "ss_session_id": 2808464207, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "5_by_himari": { "a blush on her face adds a touch of emotion to the scene.": 1, @@ -245,14 +245,14 @@ "white topwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713464420.8926144", - "ss_training_started_at": "1713459451.3563888", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713464420.8926144, + "ss_training_started_at": 1713459451.3563888, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a4b7b3a3", "sshs_model_hash": "113c88107b96c3bf3ec7b4f1c43add09aac4c2898af839ae759b1f92af17395a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_himari-v1e400_th-2.41_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/by_himari-v1e400_th-2.41_fro_ckpt1.00_size4.0.json index 1378d220555ec9b8410976e59f339864bee9b1ed..c6a8f3489e464a07774bfff12ec81f6476ebced2 100644 --- a/ponyxl_loras_shrunk/by_himari-v1e400_th-2.41_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/by_himari-v1e400_th-2.41_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -28,47 +28,47 @@ }, "mean_img_ar_error": 0.025329794598304867 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_by_himari": { "img_count": 4, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -84,30 +84,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "4232843019", - "ss_session_id": "2808464207", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4232843019, + "ss_session_id": 2808464207, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "5_by_himari": { "a blush on her face adds a touch of emotion to the scene.": 1, @@ -245,14 +245,14 @@ "white topwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713464420.8926144", - "ss_training_started_at": "1713459451.3563888", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713464420.8926144, + "ss_training_started_at": 1713459451.3563888, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a4b7b3a3", "sshs_model_hash": "113c88107b96c3bf3ec7b4f1c43add09aac4c2898af839ae759b1f92af17395a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_himari-v1e400_th-2.73_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/by_himari-v1e400_th-2.73_fro_ckpt1.00_size8.0.json index 1378d220555ec9b8410976e59f339864bee9b1ed..c6a8f3489e464a07774bfff12ec81f6476ebced2 100644 --- a/ponyxl_loras_shrunk/by_himari-v1e400_th-2.73_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/by_himari-v1e400_th-2.73_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -28,47 +28,47 @@ }, "mean_img_ar_error": 0.025329794598304867 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_by_himari": { "img_count": 4, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -84,30 +84,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "4232843019", - "ss_session_id": "2808464207", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4232843019, + "ss_session_id": 2808464207, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "5_by_himari": { "a blush on her face adds a touch of emotion to the scene.": 1, @@ -245,14 +245,14 @@ "white topwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713464420.8926144", - "ss_training_started_at": "1713459451.3563888", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713464420.8926144, + "ss_training_started_at": 1713459451.3563888, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a4b7b3a3", "sshs_model_hash": "113c88107b96c3bf3ec7b4f1c43add09aac4c2898af839ae759b1f92af17395a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_himari-v1e400_th-2.87_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/by_himari-v1e400_th-2.87_fro_ckpt1.00_size12.0.json index 1378d220555ec9b8410976e59f339864bee9b1ed..c6a8f3489e464a07774bfff12ec81f6476ebced2 100644 --- a/ponyxl_loras_shrunk/by_himari-v1e400_th-2.87_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/by_himari-v1e400_th-2.87_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -28,47 +28,47 @@ }, "mean_img_ar_error": 0.025329794598304867 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_by_himari": { "img_count": 4, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -84,30 +84,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "4232843019", - "ss_session_id": "2808464207", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4232843019, + "ss_session_id": 2808464207, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "5_by_himari": { "a blush on her face adds a touch of emotion to the scene.": 1, @@ -245,14 +245,14 @@ "white topwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713464420.8926144", - "ss_training_started_at": "1713459451.3563888", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713464420.8926144, + "ss_training_started_at": 1713459451.3563888, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a4b7b3a3", "sshs_model_hash": "113c88107b96c3bf3ec7b4f1c43add09aac4c2898af839ae759b1f92af17395a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_himari-v1e400_th-2.92_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/by_himari-v1e400_th-2.92_fro_ckpt1.00_size14.0.json index 1378d220555ec9b8410976e59f339864bee9b1ed..c6a8f3489e464a07774bfff12ec81f6476ebced2 100644 --- a/ponyxl_loras_shrunk/by_himari-v1e400_th-2.92_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/by_himari-v1e400_th-2.92_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -28,47 +28,47 @@ }, "mean_img_ar_error": 0.025329794598304867 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_by_himari": { "img_count": 4, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -84,30 +84,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "4232843019", - "ss_session_id": "2808464207", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4232843019, + "ss_session_id": 2808464207, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "5_by_himari": { "a blush on her face adds a touch of emotion to the scene.": 1, @@ -245,14 +245,14 @@ "white topwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713464420.8926144", - "ss_training_started_at": "1713459451.3563888", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713464420.8926144, + "ss_training_started_at": 1713459451.3563888, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a4b7b3a3", "sshs_model_hash": "113c88107b96c3bf3ec7b4f1c43add09aac4c2898af839ae759b1f92af17395a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_himari-v1e400_th-2.98_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/by_himari-v1e400_th-2.98_fro_ckpt1.00_size16.0.json index 1378d220555ec9b8410976e59f339864bee9b1ed..c6a8f3489e464a07774bfff12ec81f6476ebced2 100644 --- a/ponyxl_loras_shrunk/by_himari-v1e400_th-2.98_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/by_himari-v1e400_th-2.98_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -28,47 +28,47 @@ }, "mean_img_ar_error": 0.025329794598304867 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_by_himari": { "img_count": 4, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -84,30 +84,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "4232843019", - "ss_session_id": "2808464207", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4232843019, + "ss_session_id": 2808464207, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "5_by_himari": { "a blush on her face adds a touch of emotion to the scene.": 1, @@ -245,14 +245,14 @@ "white topwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713464420.8926144", - "ss_training_started_at": "1713459451.3563888", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713464420.8926144, + "ss_training_started_at": 1713459451.3563888, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a4b7b3a3", "sshs_model_hash": "113c88107b96c3bf3ec7b4f1c43add09aac4c2898af839ae759b1f92af17395a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_himari-v1e400_th-3.02_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/by_himari-v1e400_th-3.02_fro_ckpt1.00_size18.0.json index 1378d220555ec9b8410976e59f339864bee9b1ed..c6a8f3489e464a07774bfff12ec81f6476ebced2 100644 --- a/ponyxl_loras_shrunk/by_himari-v1e400_th-3.02_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/by_himari-v1e400_th-3.02_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -28,47 +28,47 @@ }, "mean_img_ar_error": 0.025329794598304867 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_by_himari": { "img_count": 4, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -84,30 +84,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "4232843019", - "ss_session_id": "2808464207", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4232843019, + "ss_session_id": 2808464207, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "5_by_himari": { "a blush on her face adds a touch of emotion to the scene.": 1, @@ -245,14 +245,14 @@ "white topwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713464420.8926144", - "ss_training_started_at": "1713459451.3563888", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713464420.8926144, + "ss_training_started_at": 1713459451.3563888, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a4b7b3a3", "sshs_model_hash": "113c88107b96c3bf3ec7b4f1c43add09aac4c2898af839ae759b1f92af17395a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_himari-v1e400_th-3.06_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/by_himari-v1e400_th-3.06_fro_ckpt1.00_size20.0.json index 1378d220555ec9b8410976e59f339864bee9b1ed..c6a8f3489e464a07774bfff12ec81f6476ebced2 100644 --- a/ponyxl_loras_shrunk/by_himari-v1e400_th-3.06_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/by_himari-v1e400_th-3.06_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -28,47 +28,47 @@ }, "mean_img_ar_error": 0.025329794598304867 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_by_himari": { "img_count": 4, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -84,30 +84,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "4232843019", - "ss_session_id": "2808464207", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4232843019, + "ss_session_id": 2808464207, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "5_by_himari": { "a blush on her face adds a touch of emotion to the scene.": 1, @@ -245,14 +245,14 @@ "white topwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713464420.8926144", - "ss_training_started_at": "1713459451.3563888", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713464420.8926144, + "ss_training_started_at": 1713459451.3563888, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a4b7b3a3", "sshs_model_hash": "113c88107b96c3bf3ec7b4f1c43add09aac4c2898af839ae759b1f92af17395a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_himari-v1e400_th-3.10_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/by_himari-v1e400_th-3.10_fro_ckpt1.00_size22.0.json index 1378d220555ec9b8410976e59f339864bee9b1ed..c6a8f3489e464a07774bfff12ec81f6476ebced2 100644 --- a/ponyxl_loras_shrunk/by_himari-v1e400_th-3.10_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/by_himari-v1e400_th-3.10_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -28,47 +28,47 @@ }, "mean_img_ar_error": 0.025329794598304867 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_by_himari": { "img_count": 4, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -84,30 +84,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "4232843019", - "ss_session_id": "2808464207", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4232843019, + "ss_session_id": 2808464207, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "5_by_himari": { "a blush on her face adds a touch of emotion to the scene.": 1, @@ -245,14 +245,14 @@ "white topwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713464420.8926144", - "ss_training_started_at": "1713459451.3563888", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713464420.8926144, + "ss_training_started_at": 1713459451.3563888, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a4b7b3a3", "sshs_model_hash": "113c88107b96c3bf3ec7b4f1c43add09aac4c2898af839ae759b1f92af17395a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_himari-v1e400_th-3.14_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/by_himari-v1e400_th-3.14_fro_ckpt1.00_size24.0.json index 1378d220555ec9b8410976e59f339864bee9b1ed..c6a8f3489e464a07774bfff12ec81f6476ebced2 100644 --- a/ponyxl_loras_shrunk/by_himari-v1e400_th-3.14_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/by_himari-v1e400_th-3.14_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -28,47 +28,47 @@ }, "mean_img_ar_error": 0.025329794598304867 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_by_himari": { "img_count": 4, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -84,30 +84,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "4232843019", - "ss_session_id": "2808464207", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4232843019, + "ss_session_id": 2808464207, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "5_by_himari": { "a blush on her face adds a touch of emotion to the scene.": 1, @@ -245,14 +245,14 @@ "white topwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713464420.8926144", - "ss_training_started_at": "1713459451.3563888", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713464420.8926144, + "ss_training_started_at": 1713459451.3563888, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a4b7b3a3", "sshs_model_hash": "113c88107b96c3bf3ec7b4f1c43add09aac4c2898af839ae759b1f92af17395a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/by_himari-v1e400_th-3.27_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/by_himari-v1e400_th-3.27_fro_ckpt1.00_size32.0.json index 1378d220555ec9b8410976e59f339864bee9b1ed..c6a8f3489e464a07774bfff12ec81f6476ebced2 100644 --- a/ponyxl_loras_shrunk/by_himari-v1e400_th-3.27_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/by_himari-v1e400_th-3.27_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -28,47 +28,47 @@ }, "mean_img_ar_error": 0.025329794598304867 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_by_himari": { "img_count": 4, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -84,30 +84,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "20", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 20, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "4232843019", - "ss_session_id": "2808464207", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4232843019, + "ss_session_id": 2808464207, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "5_by_himari": { "a blush on her face adds a touch of emotion to the scene.": 1, @@ -245,14 +245,14 @@ "white topwear": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713464420.8926144", - "ss_training_started_at": "1713459451.3563888", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713464420.8926144, + "ss_training_started_at": 1713459451.3563888, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a4b7b3a3", "sshs_model_hash": "113c88107b96c3bf3ec7b4f1c43add09aac4c2898af839ae759b1f92af17395a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-0.88_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-0.88_spn_lora0.50_spn_ckpt0.50_size4.0.json index a60b9f8aef07be2f4df8b9dd62d6c207b46979f3..9bd658441ed565c58bb1b77c87399c17f4eba43a 100644 --- a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-0.88_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-0.88_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -126,43 +126,43 @@ }, "mean_img_ar_error": 0.014007337924625066 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_cecily_lin": { "img_count": 50, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "37", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 37, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -176,29 +176,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "125", - "ss_num_epochs": "37", - "ss_num_reg_images": "0", - "ss_num_train_images": "250", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 125, + "ss_num_epochs": 37, + "ss_num_reg_images": 0, + "ss_num_train_images": 250, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3546568803", - "ss_session_id": "2981061951", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 3546568803, + "ss_session_id": 2981061951, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "5_cecily_lin": { "!": 5, @@ -768,14 +768,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706777161.419716", - "ss_training_started_at": "1706764064.6465557", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706777161.419716, + "ss_training_started_at": 1706764064.6465557, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0575df2f", "sshs_model_hash": "7d37308b22ad75c654f1f710e310c7df734fe988be98d225daa0ce4c32381aa5" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json index a60b9f8aef07be2f4df8b9dd62d6c207b46979f3..9bd658441ed565c58bb1b77c87399c17f4eba43a 100644 --- a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -126,43 +126,43 @@ }, "mean_img_ar_error": 0.014007337924625066 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_cecily_lin": { "img_count": 50, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "37", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 37, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -176,29 +176,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "125", - "ss_num_epochs": "37", - "ss_num_reg_images": "0", - "ss_num_train_images": "250", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 125, + "ss_num_epochs": 37, + "ss_num_reg_images": 0, + "ss_num_train_images": 250, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3546568803", - "ss_session_id": "2981061951", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 3546568803, + "ss_session_id": 2981061951, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "5_cecily_lin": { "!": 5, @@ -768,14 +768,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706777161.419716", - "ss_training_started_at": "1706764064.6465557", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706777161.419716, + "ss_training_started_at": 1706764064.6465557, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0575df2f", "sshs_model_hash": "7d37308b22ad75c654f1f710e310c7df734fe988be98d225daa0ce4c32381aa5" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json index a60b9f8aef07be2f4df8b9dd62d6c207b46979f3..9bd658441ed565c58bb1b77c87399c17f4eba43a 100644 --- a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -126,43 +126,43 @@ }, "mean_img_ar_error": 0.014007337924625066 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_cecily_lin": { "img_count": 50, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "37", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 37, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -176,29 +176,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "125", - "ss_num_epochs": "37", - "ss_num_reg_images": "0", - "ss_num_train_images": "250", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 125, + "ss_num_epochs": 37, + "ss_num_reg_images": 0, + "ss_num_train_images": 250, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3546568803", - "ss_session_id": "2981061951", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 3546568803, + "ss_session_id": 2981061951, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "5_cecily_lin": { "!": 5, @@ -768,14 +768,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706777161.419716", - "ss_training_started_at": "1706764064.6465557", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706777161.419716, + "ss_training_started_at": 1706764064.6465557, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0575df2f", "sshs_model_hash": "7d37308b22ad75c654f1f710e310c7df734fe988be98d225daa0ce4c32381aa5" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-1.47_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-1.47_spn_lora0.50_spn_ckpt0.50_size24.0.json index a60b9f8aef07be2f4df8b9dd62d6c207b46979f3..9bd658441ed565c58bb1b77c87399c17f4eba43a 100644 --- a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-1.47_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-1.47_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -126,43 +126,43 @@ }, "mean_img_ar_error": 0.014007337924625066 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_cecily_lin": { "img_count": 50, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "37", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 37, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -176,29 +176,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "125", - "ss_num_epochs": "37", - "ss_num_reg_images": "0", - "ss_num_train_images": "250", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 125, + "ss_num_epochs": 37, + "ss_num_reg_images": 0, + "ss_num_train_images": 250, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3546568803", - "ss_session_id": "2981061951", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 3546568803, + "ss_session_id": 2981061951, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "5_cecily_lin": { "!": 5, @@ -768,14 +768,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706777161.419716", - "ss_training_started_at": "1706764064.6465557", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706777161.419716, + "ss_training_started_at": 1706764064.6465557, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0575df2f", "sshs_model_hash": "7d37308b22ad75c654f1f710e310c7df734fe988be98d225daa0ce4c32381aa5" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-1.59_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-1.59_spn_lora0.50_spn_ckpt0.50_size32.0.json index a60b9f8aef07be2f4df8b9dd62d6c207b46979f3..9bd658441ed565c58bb1b77c87399c17f4eba43a 100644 --- a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-1.59_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-1.59_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -126,43 +126,43 @@ }, "mean_img_ar_error": 0.014007337924625066 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_cecily_lin": { "img_count": 50, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "37", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 37, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -176,29 +176,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "125", - "ss_num_epochs": "37", - "ss_num_reg_images": "0", - "ss_num_train_images": "250", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 125, + "ss_num_epochs": 37, + "ss_num_reg_images": 0, + "ss_num_train_images": 250, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3546568803", - "ss_session_id": "2981061951", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 3546568803, + "ss_session_id": 2981061951, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "5_cecily_lin": { "!": 5, @@ -768,14 +768,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706777161.419716", - "ss_training_started_at": "1706764064.6465557", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706777161.419716, + "ss_training_started_at": 1706764064.6465557, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0575df2f", "sshs_model_hash": "7d37308b22ad75c654f1f710e310c7df734fe988be98d225daa0ce4c32381aa5" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-1.70_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-1.70_spn_ckpt1.00_size4.0.json index a60b9f8aef07be2f4df8b9dd62d6c207b46979f3..9bd658441ed565c58bb1b77c87399c17f4eba43a 100644 --- a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-1.70_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-1.70_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -126,43 +126,43 @@ }, "mean_img_ar_error": 0.014007337924625066 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_cecily_lin": { "img_count": 50, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "37", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 37, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -176,29 +176,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "125", - "ss_num_epochs": "37", - "ss_num_reg_images": "0", - "ss_num_train_images": "250", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 125, + "ss_num_epochs": 37, + "ss_num_reg_images": 0, + "ss_num_train_images": 250, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3546568803", - "ss_session_id": "2981061951", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 3546568803, + "ss_session_id": 2981061951, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "5_cecily_lin": { "!": 5, @@ -768,14 +768,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706777161.419716", - "ss_training_started_at": "1706764064.6465557", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706777161.419716, + "ss_training_started_at": 1706764064.6465557, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0575df2f", "sshs_model_hash": "7d37308b22ad75c654f1f710e310c7df734fe988be98d225daa0ce4c32381aa5" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-1.98_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-1.98_spn_ckpt1.00_size8.0.json index a60b9f8aef07be2f4df8b9dd62d6c207b46979f3..9bd658441ed565c58bb1b77c87399c17f4eba43a 100644 --- a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-1.98_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-1.98_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -126,43 +126,43 @@ }, "mean_img_ar_error": 0.014007337924625066 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_cecily_lin": { "img_count": 50, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "37", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 37, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -176,29 +176,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "125", - "ss_num_epochs": "37", - "ss_num_reg_images": "0", - "ss_num_train_images": "250", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 125, + "ss_num_epochs": 37, + "ss_num_reg_images": 0, + "ss_num_train_images": 250, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3546568803", - "ss_session_id": "2981061951", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 3546568803, + "ss_session_id": 2981061951, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "5_cecily_lin": { "!": 5, @@ -768,14 +768,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706777161.419716", - "ss_training_started_at": "1706764064.6465557", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706777161.419716, + "ss_training_started_at": 1706764064.6465557, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0575df2f", "sshs_model_hash": "7d37308b22ad75c654f1f710e310c7df734fe988be98d225daa0ce4c32381aa5" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.12_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.12_spn_ckpt1.00_size12.0.json index a60b9f8aef07be2f4df8b9dd62d6c207b46979f3..9bd658441ed565c58bb1b77c87399c17f4eba43a 100644 --- a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.12_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.12_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -126,43 +126,43 @@ }, "mean_img_ar_error": 0.014007337924625066 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_cecily_lin": { "img_count": 50, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "37", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 37, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -176,29 +176,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "125", - "ss_num_epochs": "37", - "ss_num_reg_images": "0", - "ss_num_train_images": "250", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 125, + "ss_num_epochs": 37, + "ss_num_reg_images": 0, + "ss_num_train_images": 250, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3546568803", - "ss_session_id": "2981061951", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 3546568803, + "ss_session_id": 2981061951, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "5_cecily_lin": { "!": 5, @@ -768,14 +768,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706777161.419716", - "ss_training_started_at": "1706764064.6465557", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706777161.419716, + "ss_training_started_at": 1706764064.6465557, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0575df2f", "sshs_model_hash": "7d37308b22ad75c654f1f710e310c7df734fe988be98d225daa0ce4c32381aa5" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.16_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.16_spn_ckpt1.00_size14.0.json index a60b9f8aef07be2f4df8b9dd62d6c207b46979f3..9bd658441ed565c58bb1b77c87399c17f4eba43a 100644 --- a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.16_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.16_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -126,43 +126,43 @@ }, "mean_img_ar_error": 0.014007337924625066 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_cecily_lin": { "img_count": 50, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "37", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 37, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -176,29 +176,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "125", - "ss_num_epochs": "37", - "ss_num_reg_images": "0", - "ss_num_train_images": "250", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 125, + "ss_num_epochs": 37, + "ss_num_reg_images": 0, + "ss_num_train_images": 250, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3546568803", - "ss_session_id": "2981061951", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 3546568803, + "ss_session_id": 2981061951, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "5_cecily_lin": { "!": 5, @@ -768,14 +768,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706777161.419716", - "ss_training_started_at": "1706764064.6465557", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706777161.419716, + "ss_training_started_at": 1706764064.6465557, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0575df2f", "sshs_model_hash": "7d37308b22ad75c654f1f710e310c7df734fe988be98d225daa0ce4c32381aa5" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.21_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.21_spn_ckpt1.00_size16.0.json index a60b9f8aef07be2f4df8b9dd62d6c207b46979f3..9bd658441ed565c58bb1b77c87399c17f4eba43a 100644 --- a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.21_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.21_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -126,43 +126,43 @@ }, "mean_img_ar_error": 0.014007337924625066 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_cecily_lin": { "img_count": 50, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "37", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 37, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -176,29 +176,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "125", - "ss_num_epochs": "37", - "ss_num_reg_images": "0", - "ss_num_train_images": "250", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 125, + "ss_num_epochs": 37, + "ss_num_reg_images": 0, + "ss_num_train_images": 250, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3546568803", - "ss_session_id": "2981061951", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 3546568803, + "ss_session_id": 2981061951, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "5_cecily_lin": { "!": 5, @@ -768,14 +768,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706777161.419716", - "ss_training_started_at": "1706764064.6465557", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706777161.419716, + "ss_training_started_at": 1706764064.6465557, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0575df2f", "sshs_model_hash": "7d37308b22ad75c654f1f710e310c7df734fe988be98d225daa0ce4c32381aa5" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.24_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.24_spn_ckpt1.00_size18.0.json index a60b9f8aef07be2f4df8b9dd62d6c207b46979f3..9bd658441ed565c58bb1b77c87399c17f4eba43a 100644 --- a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.24_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.24_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -126,43 +126,43 @@ }, "mean_img_ar_error": 0.014007337924625066 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_cecily_lin": { "img_count": 50, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "37", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 37, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -176,29 +176,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "125", - "ss_num_epochs": "37", - "ss_num_reg_images": "0", - "ss_num_train_images": "250", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 125, + "ss_num_epochs": 37, + "ss_num_reg_images": 0, + "ss_num_train_images": 250, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3546568803", - "ss_session_id": "2981061951", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 3546568803, + "ss_session_id": 2981061951, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "5_cecily_lin": { "!": 5, @@ -768,14 +768,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706777161.419716", - "ss_training_started_at": "1706764064.6465557", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706777161.419716, + "ss_training_started_at": 1706764064.6465557, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0575df2f", "sshs_model_hash": "7d37308b22ad75c654f1f710e310c7df734fe988be98d225daa0ce4c32381aa5" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.28_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.28_spn_ckpt1.00_size20.0.json index a60b9f8aef07be2f4df8b9dd62d6c207b46979f3..9bd658441ed565c58bb1b77c87399c17f4eba43a 100644 --- a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.28_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.28_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -126,43 +126,43 @@ }, "mean_img_ar_error": 0.014007337924625066 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_cecily_lin": { "img_count": 50, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "37", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 37, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -176,29 +176,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "125", - "ss_num_epochs": "37", - "ss_num_reg_images": "0", - "ss_num_train_images": "250", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 125, + "ss_num_epochs": 37, + "ss_num_reg_images": 0, + "ss_num_train_images": 250, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3546568803", - "ss_session_id": "2981061951", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 3546568803, + "ss_session_id": 2981061951, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "5_cecily_lin": { "!": 5, @@ -768,14 +768,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706777161.419716", - "ss_training_started_at": "1706764064.6465557", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706777161.419716, + "ss_training_started_at": 1706764064.6465557, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0575df2f", "sshs_model_hash": "7d37308b22ad75c654f1f710e310c7df734fe988be98d225daa0ce4c32381aa5" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.31_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.31_spn_ckpt1.00_size22.0.json index a60b9f8aef07be2f4df8b9dd62d6c207b46979f3..9bd658441ed565c58bb1b77c87399c17f4eba43a 100644 --- a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.31_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.31_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -126,43 +126,43 @@ }, "mean_img_ar_error": 0.014007337924625066 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_cecily_lin": { "img_count": 50, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "37", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 37, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -176,29 +176,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "125", - "ss_num_epochs": "37", - "ss_num_reg_images": "0", - "ss_num_train_images": "250", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 125, + "ss_num_epochs": 37, + "ss_num_reg_images": 0, + "ss_num_train_images": 250, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3546568803", - "ss_session_id": "2981061951", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 3546568803, + "ss_session_id": 2981061951, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "5_cecily_lin": { "!": 5, @@ -768,14 +768,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706777161.419716", - "ss_training_started_at": "1706764064.6465557", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706777161.419716, + "ss_training_started_at": 1706764064.6465557, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0575df2f", "sshs_model_hash": "7d37308b22ad75c654f1f710e310c7df734fe988be98d225daa0ce4c32381aa5" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.35_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.35_spn_ckpt1.00_size24.0.json index a60b9f8aef07be2f4df8b9dd62d6c207b46979f3..9bd658441ed565c58bb1b77c87399c17f4eba43a 100644 --- a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.35_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.35_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -126,43 +126,43 @@ }, "mean_img_ar_error": 0.014007337924625066 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_cecily_lin": { "img_count": 50, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "37", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 37, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -176,29 +176,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "125", - "ss_num_epochs": "37", - "ss_num_reg_images": "0", - "ss_num_train_images": "250", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 125, + "ss_num_epochs": 37, + "ss_num_reg_images": 0, + "ss_num_train_images": 250, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3546568803", - "ss_session_id": "2981061951", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 3546568803, + "ss_session_id": 2981061951, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "5_cecily_lin": { "!": 5, @@ -768,14 +768,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706777161.419716", - "ss_training_started_at": "1706764064.6465557", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706777161.419716, + "ss_training_started_at": 1706764064.6465557, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0575df2f", "sshs_model_hash": "7d37308b22ad75c654f1f710e310c7df734fe988be98d225daa0ce4c32381aa5" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.49_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.49_spn_ckpt1.00_size32.0.json index a60b9f8aef07be2f4df8b9dd62d6c207b46979f3..9bd658441ed565c58bb1b77c87399c17f4eba43a 100644 --- a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.49_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.49_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -126,43 +126,43 @@ }, "mean_img_ar_error": 0.014007337924625066 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_cecily_lin": { "img_count": 50, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "37", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 37, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -176,29 +176,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "125", - "ss_num_epochs": "37", - "ss_num_reg_images": "0", - "ss_num_train_images": "250", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 125, + "ss_num_epochs": 37, + "ss_num_reg_images": 0, + "ss_num_train_images": 250, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3546568803", - "ss_session_id": "2981061951", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 3546568803, + "ss_session_id": 2981061951, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "5_cecily_lin": { "!": 5, @@ -768,14 +768,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706777161.419716", - "ss_training_started_at": "1706764064.6465557", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706777161.419716, + "ss_training_started_at": 1706764064.6465557, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0575df2f", "sshs_model_hash": "7d37308b22ad75c654f1f710e310c7df734fe988be98d225daa0ce4c32381aa5" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.60_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.60_fro_ckpt1.00_size4.0.json index a60b9f8aef07be2f4df8b9dd62d6c207b46979f3..9bd658441ed565c58bb1b77c87399c17f4eba43a 100644 --- a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.60_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.60_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -126,43 +126,43 @@ }, "mean_img_ar_error": 0.014007337924625066 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_cecily_lin": { "img_count": 50, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "37", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 37, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -176,29 +176,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "125", - "ss_num_epochs": "37", - "ss_num_reg_images": "0", - "ss_num_train_images": "250", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 125, + "ss_num_epochs": 37, + "ss_num_reg_images": 0, + "ss_num_train_images": 250, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3546568803", - "ss_session_id": "2981061951", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 3546568803, + "ss_session_id": 2981061951, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "5_cecily_lin": { "!": 5, @@ -768,14 +768,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706777161.419716", - "ss_training_started_at": "1706764064.6465557", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706777161.419716, + "ss_training_started_at": 1706764064.6465557, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0575df2f", "sshs_model_hash": "7d37308b22ad75c654f1f710e310c7df734fe988be98d225daa0ce4c32381aa5" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.92_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.92_fro_ckpt1.00_size8.0.json index a60b9f8aef07be2f4df8b9dd62d6c207b46979f3..9bd658441ed565c58bb1b77c87399c17f4eba43a 100644 --- a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.92_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-2.92_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -126,43 +126,43 @@ }, "mean_img_ar_error": 0.014007337924625066 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_cecily_lin": { "img_count": 50, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "37", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 37, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -176,29 +176,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "125", - "ss_num_epochs": "37", - "ss_num_reg_images": "0", - "ss_num_train_images": "250", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 125, + "ss_num_epochs": 37, + "ss_num_reg_images": 0, + "ss_num_train_images": 250, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3546568803", - "ss_session_id": "2981061951", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 3546568803, + "ss_session_id": 2981061951, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "5_cecily_lin": { "!": 5, @@ -768,14 +768,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706777161.419716", - "ss_training_started_at": "1706764064.6465557", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706777161.419716, + "ss_training_started_at": 1706764064.6465557, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0575df2f", "sshs_model_hash": "7d37308b22ad75c654f1f710e310c7df734fe988be98d225daa0ce4c32381aa5" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.07_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.07_fro_ckpt1.00_size12.0.json index a60b9f8aef07be2f4df8b9dd62d6c207b46979f3..9bd658441ed565c58bb1b77c87399c17f4eba43a 100644 --- a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.07_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.07_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -126,43 +126,43 @@ }, "mean_img_ar_error": 0.014007337924625066 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_cecily_lin": { "img_count": 50, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "37", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 37, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -176,29 +176,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "125", - "ss_num_epochs": "37", - "ss_num_reg_images": "0", - "ss_num_train_images": "250", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 125, + "ss_num_epochs": 37, + "ss_num_reg_images": 0, + "ss_num_train_images": 250, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3546568803", - "ss_session_id": "2981061951", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 3546568803, + "ss_session_id": 2981061951, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "5_cecily_lin": { "!": 5, @@ -768,14 +768,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706777161.419716", - "ss_training_started_at": "1706764064.6465557", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706777161.419716, + "ss_training_started_at": 1706764064.6465557, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0575df2f", "sshs_model_hash": "7d37308b22ad75c654f1f710e310c7df734fe988be98d225daa0ce4c32381aa5" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.12_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.12_fro_ckpt1.00_size14.0.json index a60b9f8aef07be2f4df8b9dd62d6c207b46979f3..9bd658441ed565c58bb1b77c87399c17f4eba43a 100644 --- a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.12_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.12_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -126,43 +126,43 @@ }, "mean_img_ar_error": 0.014007337924625066 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_cecily_lin": { "img_count": 50, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "37", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 37, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -176,29 +176,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "125", - "ss_num_epochs": "37", - "ss_num_reg_images": "0", - "ss_num_train_images": "250", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 125, + "ss_num_epochs": 37, + "ss_num_reg_images": 0, + "ss_num_train_images": 250, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3546568803", - "ss_session_id": "2981061951", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 3546568803, + "ss_session_id": 2981061951, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "5_cecily_lin": { "!": 5, @@ -768,14 +768,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706777161.419716", - "ss_training_started_at": "1706764064.6465557", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706777161.419716, + "ss_training_started_at": 1706764064.6465557, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0575df2f", "sshs_model_hash": "7d37308b22ad75c654f1f710e310c7df734fe988be98d225daa0ce4c32381aa5" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.16_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.16_fro_ckpt1.00_size16.0.json index a60b9f8aef07be2f4df8b9dd62d6c207b46979f3..9bd658441ed565c58bb1b77c87399c17f4eba43a 100644 --- a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.16_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.16_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -126,43 +126,43 @@ }, "mean_img_ar_error": 0.014007337924625066 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_cecily_lin": { "img_count": 50, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "37", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 37, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -176,29 +176,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "125", - "ss_num_epochs": "37", - "ss_num_reg_images": "0", - "ss_num_train_images": "250", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 125, + "ss_num_epochs": 37, + "ss_num_reg_images": 0, + "ss_num_train_images": 250, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3546568803", - "ss_session_id": "2981061951", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 3546568803, + "ss_session_id": 2981061951, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "5_cecily_lin": { "!": 5, @@ -768,14 +768,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706777161.419716", - "ss_training_started_at": "1706764064.6465557", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706777161.419716, + "ss_training_started_at": 1706764064.6465557, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0575df2f", "sshs_model_hash": "7d37308b22ad75c654f1f710e310c7df734fe988be98d225daa0ce4c32381aa5" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.20_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.20_fro_ckpt1.00_size18.0.json index a60b9f8aef07be2f4df8b9dd62d6c207b46979f3..9bd658441ed565c58bb1b77c87399c17f4eba43a 100644 --- a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.20_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.20_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -126,43 +126,43 @@ }, "mean_img_ar_error": 0.014007337924625066 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_cecily_lin": { "img_count": 50, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "37", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 37, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -176,29 +176,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "125", - "ss_num_epochs": "37", - "ss_num_reg_images": "0", - "ss_num_train_images": "250", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 125, + "ss_num_epochs": 37, + "ss_num_reg_images": 0, + "ss_num_train_images": 250, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3546568803", - "ss_session_id": "2981061951", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 3546568803, + "ss_session_id": 2981061951, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "5_cecily_lin": { "!": 5, @@ -768,14 +768,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706777161.419716", - "ss_training_started_at": "1706764064.6465557", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706777161.419716, + "ss_training_started_at": 1706764064.6465557, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0575df2f", "sshs_model_hash": "7d37308b22ad75c654f1f710e310c7df734fe988be98d225daa0ce4c32381aa5" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.22_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.22_fro_ckpt1.00_size20.0.json index a60b9f8aef07be2f4df8b9dd62d6c207b46979f3..9bd658441ed565c58bb1b77c87399c17f4eba43a 100644 --- a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.22_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.22_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -126,43 +126,43 @@ }, "mean_img_ar_error": 0.014007337924625066 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_cecily_lin": { "img_count": 50, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "37", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 37, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -176,29 +176,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "125", - "ss_num_epochs": "37", - "ss_num_reg_images": "0", - "ss_num_train_images": "250", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 125, + "ss_num_epochs": 37, + "ss_num_reg_images": 0, + "ss_num_train_images": 250, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3546568803", - "ss_session_id": "2981061951", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 3546568803, + "ss_session_id": 2981061951, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "5_cecily_lin": { "!": 5, @@ -768,14 +768,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706777161.419716", - "ss_training_started_at": "1706764064.6465557", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706777161.419716, + "ss_training_started_at": 1706764064.6465557, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0575df2f", "sshs_model_hash": "7d37308b22ad75c654f1f710e310c7df734fe988be98d225daa0ce4c32381aa5" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.25_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.25_fro_ckpt1.00_size22.0.json index a60b9f8aef07be2f4df8b9dd62d6c207b46979f3..9bd658441ed565c58bb1b77c87399c17f4eba43a 100644 --- a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.25_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.25_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -126,43 +126,43 @@ }, "mean_img_ar_error": 0.014007337924625066 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_cecily_lin": { "img_count": 50, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "37", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 37, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -176,29 +176,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "125", - "ss_num_epochs": "37", - "ss_num_reg_images": "0", - "ss_num_train_images": "250", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 125, + "ss_num_epochs": 37, + "ss_num_reg_images": 0, + "ss_num_train_images": 250, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3546568803", - "ss_session_id": "2981061951", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 3546568803, + "ss_session_id": 2981061951, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "5_cecily_lin": { "!": 5, @@ -768,14 +768,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706777161.419716", - "ss_training_started_at": "1706764064.6465557", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706777161.419716, + "ss_training_started_at": 1706764064.6465557, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0575df2f", "sshs_model_hash": "7d37308b22ad75c654f1f710e310c7df734fe988be98d225daa0ce4c32381aa5" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.28_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.28_fro_ckpt1.00_size24.0.json index a60b9f8aef07be2f4df8b9dd62d6c207b46979f3..9bd658441ed565c58bb1b77c87399c17f4eba43a 100644 --- a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.28_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.28_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -126,43 +126,43 @@ }, "mean_img_ar_error": 0.014007337924625066 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_cecily_lin": { "img_count": 50, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "37", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 37, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -176,29 +176,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "125", - "ss_num_epochs": "37", - "ss_num_reg_images": "0", - "ss_num_train_images": "250", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 125, + "ss_num_epochs": 37, + "ss_num_reg_images": 0, + "ss_num_train_images": 250, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3546568803", - "ss_session_id": "2981061951", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 3546568803, + "ss_session_id": 2981061951, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "5_cecily_lin": { "!": 5, @@ -768,14 +768,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706777161.419716", - "ss_training_started_at": "1706764064.6465557", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706777161.419716, + "ss_training_started_at": 1706764064.6465557, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0575df2f", "sshs_model_hash": "7d37308b22ad75c654f1f710e310c7df734fe988be98d225daa0ce4c32381aa5" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.38_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.38_fro_ckpt1.00_size32.0.json index a60b9f8aef07be2f4df8b9dd62d6c207b46979f3..9bd658441ed565c58bb1b77c87399c17f4eba43a 100644 --- a/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.38_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/cecily_lin-v1e37_th-3.38_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -126,43 +126,43 @@ }, "mean_img_ar_error": 0.014007337924625066 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "5_cecily_lin": { "img_count": 50, "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "37", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 37, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -176,29 +176,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "125", - "ss_num_epochs": "37", - "ss_num_reg_images": "0", - "ss_num_train_images": "250", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 125, + "ss_num_epochs": 37, + "ss_num_reg_images": 0, + "ss_num_train_images": 250, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3546568803", - "ss_session_id": "2981061951", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 3546568803, + "ss_session_id": 2981061951, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "5_cecily_lin": { "!": 5, @@ -768,14 +768,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706777161.419716", - "ss_training_started_at": "1706764064.6465557", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706777161.419716, + "ss_training_started_at": 1706764064.6465557, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0575df2f", "sshs_model_hash": "7d37308b22ad75c654f1f710e310c7df734fe988be98d225daa0ce4c32381aa5" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-0.90_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-0.90_spn_lora0.50_spn_ckpt0.50_size4.0.json index c3d064d5abcaeebb3fd86b3050f878e2fbad0bdd..3ed70039abd57ed9b21b8d0db75ef016d5424952 100644 --- a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-0.90_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-0.90_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "cervine", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,47 +119,47 @@ }, "mean_img_ar_error": 0.03621613371873629 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_cervine_penis": { "img_count": 72, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -175,30 +175,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "72", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 72, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "cervine", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1317420180", - "ss_session_id": "1094699753", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1317420180, + "ss_session_id": 1094699753, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_cervine_penis": { "3 fingers": 1, @@ -1384,14 +1384,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713830432.4684947", - "ss_training_started_at": "1713812376.2097735", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713830432.468495, + "ss_training_started_at": 1713812376.2097735, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e9af320", "sshs_model_hash": "b12345d4100d45cabcfcfbb9d2b093553f9d38b9e9a51e3aa155e6401a1956fd" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-1.15_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-1.15_spn_lora0.50_spn_ckpt0.50_size8.0.json index c3d064d5abcaeebb3fd86b3050f878e2fbad0bdd..3ed70039abd57ed9b21b8d0db75ef016d5424952 100644 --- a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-1.15_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-1.15_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "cervine", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,47 +119,47 @@ }, "mean_img_ar_error": 0.03621613371873629 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_cervine_penis": { "img_count": 72, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -175,30 +175,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "72", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 72, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "cervine", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1317420180", - "ss_session_id": "1094699753", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1317420180, + "ss_session_id": 1094699753, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_cervine_penis": { "3 fingers": 1, @@ -1384,14 +1384,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713830432.4684947", - "ss_training_started_at": "1713812376.2097735", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713830432.468495, + "ss_training_started_at": 1713812376.2097735, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e9af320", "sshs_model_hash": "b12345d4100d45cabcfcfbb9d2b093553f9d38b9e9a51e3aa155e6401a1956fd" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-1.28_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-1.28_spn_lora0.50_spn_ckpt0.50_size12.0.json index c3d064d5abcaeebb3fd86b3050f878e2fbad0bdd..3ed70039abd57ed9b21b8d0db75ef016d5424952 100644 --- a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-1.28_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-1.28_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "cervine", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,47 +119,47 @@ }, "mean_img_ar_error": 0.03621613371873629 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_cervine_penis": { "img_count": 72, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -175,30 +175,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "72", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 72, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "cervine", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1317420180", - "ss_session_id": "1094699753", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1317420180, + "ss_session_id": 1094699753, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_cervine_penis": { "3 fingers": 1, @@ -1384,14 +1384,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713830432.4684947", - "ss_training_started_at": "1713812376.2097735", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713830432.468495, + "ss_training_started_at": 1713812376.2097735, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e9af320", "sshs_model_hash": "b12345d4100d45cabcfcfbb9d2b093553f9d38b9e9a51e3aa155e6401a1956fd" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-1.47_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-1.47_spn_lora0.50_spn_ckpt0.50_size24.0.json index c3d064d5abcaeebb3fd86b3050f878e2fbad0bdd..3ed70039abd57ed9b21b8d0db75ef016d5424952 100644 --- a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-1.47_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-1.47_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "cervine", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,47 +119,47 @@ }, "mean_img_ar_error": 0.03621613371873629 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_cervine_penis": { "img_count": 72, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -175,30 +175,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "72", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 72, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "cervine", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1317420180", - "ss_session_id": "1094699753", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1317420180, + "ss_session_id": 1094699753, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_cervine_penis": { "3 fingers": 1, @@ -1384,14 +1384,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713830432.4684947", - "ss_training_started_at": "1713812376.2097735", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713830432.468495, + "ss_training_started_at": 1713812376.2097735, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e9af320", "sshs_model_hash": "b12345d4100d45cabcfcfbb9d2b093553f9d38b9e9a51e3aa155e6401a1956fd" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-1.59_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-1.59_spn_lora0.50_spn_ckpt0.50_size32.0.json index c3d064d5abcaeebb3fd86b3050f878e2fbad0bdd..3ed70039abd57ed9b21b8d0db75ef016d5424952 100644 --- a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-1.59_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-1.59_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "cervine", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,47 +119,47 @@ }, "mean_img_ar_error": 0.03621613371873629 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_cervine_penis": { "img_count": 72, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -175,30 +175,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "72", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 72, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "cervine", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1317420180", - "ss_session_id": "1094699753", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1317420180, + "ss_session_id": 1094699753, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_cervine_penis": { "3 fingers": 1, @@ -1384,14 +1384,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713830432.4684947", - "ss_training_started_at": "1713812376.2097735", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713830432.468495, + "ss_training_started_at": 1713812376.2097735, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e9af320", "sshs_model_hash": "b12345d4100d45cabcfcfbb9d2b093553f9d38b9e9a51e3aa155e6401a1956fd" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-1.73_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-1.73_spn_ckpt1.00_size4.0.json index c3d064d5abcaeebb3fd86b3050f878e2fbad0bdd..3ed70039abd57ed9b21b8d0db75ef016d5424952 100644 --- a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-1.73_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-1.73_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "cervine", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,47 +119,47 @@ }, "mean_img_ar_error": 0.03621613371873629 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_cervine_penis": { "img_count": 72, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -175,30 +175,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "72", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 72, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "cervine", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1317420180", - "ss_session_id": "1094699753", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1317420180, + "ss_session_id": 1094699753, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_cervine_penis": { "3 fingers": 1, @@ -1384,14 +1384,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713830432.4684947", - "ss_training_started_at": "1713812376.2097735", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713830432.468495, + "ss_training_started_at": 1713812376.2097735, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e9af320", "sshs_model_hash": "b12345d4100d45cabcfcfbb9d2b093553f9d38b9e9a51e3aa155e6401a1956fd" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-1.99_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-1.99_spn_ckpt1.00_size8.0.json index c3d064d5abcaeebb3fd86b3050f878e2fbad0bdd..3ed70039abd57ed9b21b8d0db75ef016d5424952 100644 --- a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-1.99_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-1.99_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "cervine", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,47 +119,47 @@ }, "mean_img_ar_error": 0.03621613371873629 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_cervine_penis": { "img_count": 72, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -175,30 +175,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "72", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 72, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "cervine", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1317420180", - "ss_session_id": "1094699753", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1317420180, + "ss_session_id": 1094699753, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_cervine_penis": { "3 fingers": 1, @@ -1384,14 +1384,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713830432.4684947", - "ss_training_started_at": "1713812376.2097735", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713830432.468495, + "ss_training_started_at": 1713812376.2097735, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e9af320", "sshs_model_hash": "b12345d4100d45cabcfcfbb9d2b093553f9d38b9e9a51e3aa155e6401a1956fd" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.11_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.11_spn_ckpt1.00_size12.0.json index c3d064d5abcaeebb3fd86b3050f878e2fbad0bdd..3ed70039abd57ed9b21b8d0db75ef016d5424952 100644 --- a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.11_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.11_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "cervine", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,47 +119,47 @@ }, "mean_img_ar_error": 0.03621613371873629 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_cervine_penis": { "img_count": 72, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -175,30 +175,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "72", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 72, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "cervine", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1317420180", - "ss_session_id": "1094699753", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1317420180, + "ss_session_id": 1094699753, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_cervine_penis": { "3 fingers": 1, @@ -1384,14 +1384,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713830432.4684947", - "ss_training_started_at": "1713812376.2097735", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713830432.468495, + "ss_training_started_at": 1713812376.2097735, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e9af320", "sshs_model_hash": "b12345d4100d45cabcfcfbb9d2b093553f9d38b9e9a51e3aa155e6401a1956fd" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.16_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.16_spn_ckpt1.00_size14.0.json index c3d064d5abcaeebb3fd86b3050f878e2fbad0bdd..3ed70039abd57ed9b21b8d0db75ef016d5424952 100644 --- a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.16_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.16_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "cervine", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,47 +119,47 @@ }, "mean_img_ar_error": 0.03621613371873629 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_cervine_penis": { "img_count": 72, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -175,30 +175,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "72", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 72, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "cervine", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1317420180", - "ss_session_id": "1094699753", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1317420180, + "ss_session_id": 1094699753, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_cervine_penis": { "3 fingers": 1, @@ -1384,14 +1384,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713830432.4684947", - "ss_training_started_at": "1713812376.2097735", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713830432.468495, + "ss_training_started_at": 1713812376.2097735, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e9af320", "sshs_model_hash": "b12345d4100d45cabcfcfbb9d2b093553f9d38b9e9a51e3aa155e6401a1956fd" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.20_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.20_spn_ckpt1.00_size16.0.json index c3d064d5abcaeebb3fd86b3050f878e2fbad0bdd..3ed70039abd57ed9b21b8d0db75ef016d5424952 100644 --- a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.20_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.20_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "cervine", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,47 +119,47 @@ }, "mean_img_ar_error": 0.03621613371873629 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_cervine_penis": { "img_count": 72, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -175,30 +175,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "72", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 72, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "cervine", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1317420180", - "ss_session_id": "1094699753", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1317420180, + "ss_session_id": 1094699753, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_cervine_penis": { "3 fingers": 1, @@ -1384,14 +1384,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713830432.4684947", - "ss_training_started_at": "1713812376.2097735", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713830432.468495, + "ss_training_started_at": 1713812376.2097735, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e9af320", "sshs_model_hash": "b12345d4100d45cabcfcfbb9d2b093553f9d38b9e9a51e3aa155e6401a1956fd" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.24_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.24_spn_ckpt1.00_size18.0.json index c3d064d5abcaeebb3fd86b3050f878e2fbad0bdd..3ed70039abd57ed9b21b8d0db75ef016d5424952 100644 --- a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.24_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.24_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "cervine", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,47 +119,47 @@ }, "mean_img_ar_error": 0.03621613371873629 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_cervine_penis": { "img_count": 72, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -175,30 +175,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "72", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 72, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "cervine", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1317420180", - "ss_session_id": "1094699753", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1317420180, + "ss_session_id": 1094699753, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_cervine_penis": { "3 fingers": 1, @@ -1384,14 +1384,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713830432.4684947", - "ss_training_started_at": "1713812376.2097735", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713830432.468495, + "ss_training_started_at": 1713812376.2097735, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e9af320", "sshs_model_hash": "b12345d4100d45cabcfcfbb9d2b093553f9d38b9e9a51e3aa155e6401a1956fd" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.27_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.27_spn_ckpt1.00_size20.0.json index c3d064d5abcaeebb3fd86b3050f878e2fbad0bdd..3ed70039abd57ed9b21b8d0db75ef016d5424952 100644 --- a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.27_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.27_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "cervine", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,47 +119,47 @@ }, "mean_img_ar_error": 0.03621613371873629 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_cervine_penis": { "img_count": 72, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -175,30 +175,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "72", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 72, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "cervine", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1317420180", - "ss_session_id": "1094699753", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1317420180, + "ss_session_id": 1094699753, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_cervine_penis": { "3 fingers": 1, @@ -1384,14 +1384,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713830432.4684947", - "ss_training_started_at": "1713812376.2097735", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713830432.468495, + "ss_training_started_at": 1713812376.2097735, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e9af320", "sshs_model_hash": "b12345d4100d45cabcfcfbb9d2b093553f9d38b9e9a51e3aa155e6401a1956fd" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.30_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.30_spn_ckpt1.00_size22.0.json index c3d064d5abcaeebb3fd86b3050f878e2fbad0bdd..3ed70039abd57ed9b21b8d0db75ef016d5424952 100644 --- a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.30_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.30_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "cervine", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,47 +119,47 @@ }, "mean_img_ar_error": 0.03621613371873629 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_cervine_penis": { "img_count": 72, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -175,30 +175,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "72", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 72, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "cervine", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1317420180", - "ss_session_id": "1094699753", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1317420180, + "ss_session_id": 1094699753, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_cervine_penis": { "3 fingers": 1, @@ -1384,14 +1384,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713830432.4684947", - "ss_training_started_at": "1713812376.2097735", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713830432.468495, + "ss_training_started_at": 1713812376.2097735, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e9af320", "sshs_model_hash": "b12345d4100d45cabcfcfbb9d2b093553f9d38b9e9a51e3aa155e6401a1956fd" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.34_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.34_spn_ckpt1.00_size24.0.json index c3d064d5abcaeebb3fd86b3050f878e2fbad0bdd..3ed70039abd57ed9b21b8d0db75ef016d5424952 100644 --- a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.34_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.34_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "cervine", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,47 +119,47 @@ }, "mean_img_ar_error": 0.03621613371873629 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_cervine_penis": { "img_count": 72, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -175,30 +175,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "72", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 72, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "cervine", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1317420180", - "ss_session_id": "1094699753", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1317420180, + "ss_session_id": 1094699753, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_cervine_penis": { "3 fingers": 1, @@ -1384,14 +1384,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713830432.4684947", - "ss_training_started_at": "1713812376.2097735", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713830432.468495, + "ss_training_started_at": 1713812376.2097735, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e9af320", "sshs_model_hash": "b12345d4100d45cabcfcfbb9d2b093553f9d38b9e9a51e3aa155e6401a1956fd" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.48_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.48_spn_ckpt1.00_size32.0.json index c3d064d5abcaeebb3fd86b3050f878e2fbad0bdd..3ed70039abd57ed9b21b8d0db75ef016d5424952 100644 --- a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.48_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.48_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "cervine", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,47 +119,47 @@ }, "mean_img_ar_error": 0.03621613371873629 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_cervine_penis": { "img_count": 72, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -175,30 +175,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "72", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 72, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "cervine", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1317420180", - "ss_session_id": "1094699753", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1317420180, + "ss_session_id": 1094699753, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_cervine_penis": { "3 fingers": 1, @@ -1384,14 +1384,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713830432.4684947", - "ss_training_started_at": "1713812376.2097735", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713830432.468495, + "ss_training_started_at": 1713812376.2097735, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e9af320", "sshs_model_hash": "b12345d4100d45cabcfcfbb9d2b093553f9d38b9e9a51e3aa155e6401a1956fd" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.66_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.66_fro_ckpt1.00_size4.0.json index c3d064d5abcaeebb3fd86b3050f878e2fbad0bdd..3ed70039abd57ed9b21b8d0db75ef016d5424952 100644 --- a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.66_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.66_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "cervine", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,47 +119,47 @@ }, "mean_img_ar_error": 0.03621613371873629 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_cervine_penis": { "img_count": 72, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -175,30 +175,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "72", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 72, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "cervine", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1317420180", - "ss_session_id": "1094699753", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1317420180, + "ss_session_id": 1094699753, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_cervine_penis": { "3 fingers": 1, @@ -1384,14 +1384,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713830432.4684947", - "ss_training_started_at": "1713812376.2097735", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713830432.468495, + "ss_training_started_at": 1713812376.2097735, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e9af320", "sshs_model_hash": "b12345d4100d45cabcfcfbb9d2b093553f9d38b9e9a51e3aa155e6401a1956fd" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.93_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.93_fro_ckpt1.00_size8.0.json index c3d064d5abcaeebb3fd86b3050f878e2fbad0bdd..3ed70039abd57ed9b21b8d0db75ef016d5424952 100644 --- a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.93_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-2.93_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "cervine", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,47 +119,47 @@ }, "mean_img_ar_error": 0.03621613371873629 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_cervine_penis": { "img_count": 72, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -175,30 +175,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "72", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 72, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "cervine", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1317420180", - "ss_session_id": "1094699753", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1317420180, + "ss_session_id": 1094699753, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_cervine_penis": { "3 fingers": 1, @@ -1384,14 +1384,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713830432.4684947", - "ss_training_started_at": "1713812376.2097735", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713830432.468495, + "ss_training_started_at": 1713812376.2097735, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e9af320", "sshs_model_hash": "b12345d4100d45cabcfcfbb9d2b093553f9d38b9e9a51e3aa155e6401a1956fd" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.06_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.06_fro_ckpt1.00_size12.0.json index c3d064d5abcaeebb3fd86b3050f878e2fbad0bdd..3ed70039abd57ed9b21b8d0db75ef016d5424952 100644 --- a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.06_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.06_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "cervine", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,47 +119,47 @@ }, "mean_img_ar_error": 0.03621613371873629 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_cervine_penis": { "img_count": 72, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -175,30 +175,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "72", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 72, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "cervine", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1317420180", - "ss_session_id": "1094699753", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1317420180, + "ss_session_id": 1094699753, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_cervine_penis": { "3 fingers": 1, @@ -1384,14 +1384,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713830432.4684947", - "ss_training_started_at": "1713812376.2097735", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713830432.468495, + "ss_training_started_at": 1713812376.2097735, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e9af320", "sshs_model_hash": "b12345d4100d45cabcfcfbb9d2b093553f9d38b9e9a51e3aa155e6401a1956fd" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.11_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.11_fro_ckpt1.00_size14.0.json index c3d064d5abcaeebb3fd86b3050f878e2fbad0bdd..3ed70039abd57ed9b21b8d0db75ef016d5424952 100644 --- a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.11_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.11_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "cervine", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,47 +119,47 @@ }, "mean_img_ar_error": 0.03621613371873629 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_cervine_penis": { "img_count": 72, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -175,30 +175,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "72", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 72, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "cervine", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1317420180", - "ss_session_id": "1094699753", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1317420180, + "ss_session_id": 1094699753, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_cervine_penis": { "3 fingers": 1, @@ -1384,14 +1384,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713830432.4684947", - "ss_training_started_at": "1713812376.2097735", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713830432.468495, + "ss_training_started_at": 1713812376.2097735, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e9af320", "sshs_model_hash": "b12345d4100d45cabcfcfbb9d2b093553f9d38b9e9a51e3aa155e6401a1956fd" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.15_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.15_fro_ckpt1.00_size16.0.json index c3d064d5abcaeebb3fd86b3050f878e2fbad0bdd..3ed70039abd57ed9b21b8d0db75ef016d5424952 100644 --- a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.15_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.15_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "cervine", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,47 +119,47 @@ }, "mean_img_ar_error": 0.03621613371873629 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_cervine_penis": { "img_count": 72, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -175,30 +175,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "72", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 72, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "cervine", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1317420180", - "ss_session_id": "1094699753", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1317420180, + "ss_session_id": 1094699753, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_cervine_penis": { "3 fingers": 1, @@ -1384,14 +1384,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713830432.4684947", - "ss_training_started_at": "1713812376.2097735", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713830432.468495, + "ss_training_started_at": 1713812376.2097735, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e9af320", "sshs_model_hash": "b12345d4100d45cabcfcfbb9d2b093553f9d38b9e9a51e3aa155e6401a1956fd" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.18_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.18_fro_ckpt1.00_size18.0.json index c3d064d5abcaeebb3fd86b3050f878e2fbad0bdd..3ed70039abd57ed9b21b8d0db75ef016d5424952 100644 --- a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.18_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.18_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "cervine", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,47 +119,47 @@ }, "mean_img_ar_error": 0.03621613371873629 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_cervine_penis": { "img_count": 72, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -175,30 +175,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "72", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 72, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "cervine", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1317420180", - "ss_session_id": "1094699753", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1317420180, + "ss_session_id": 1094699753, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_cervine_penis": { "3 fingers": 1, @@ -1384,14 +1384,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713830432.4684947", - "ss_training_started_at": "1713812376.2097735", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713830432.468495, + "ss_training_started_at": 1713812376.2097735, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e9af320", "sshs_model_hash": "b12345d4100d45cabcfcfbb9d2b093553f9d38b9e9a51e3aa155e6401a1956fd" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.21_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.21_fro_ckpt1.00_size20.0.json index c3d064d5abcaeebb3fd86b3050f878e2fbad0bdd..3ed70039abd57ed9b21b8d0db75ef016d5424952 100644 --- a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.21_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.21_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "cervine", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,47 +119,47 @@ }, "mean_img_ar_error": 0.03621613371873629 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_cervine_penis": { "img_count": 72, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -175,30 +175,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "72", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 72, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "cervine", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1317420180", - "ss_session_id": "1094699753", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1317420180, + "ss_session_id": 1094699753, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_cervine_penis": { "3 fingers": 1, @@ -1384,14 +1384,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713830432.4684947", - "ss_training_started_at": "1713812376.2097735", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713830432.468495, + "ss_training_started_at": 1713812376.2097735, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e9af320", "sshs_model_hash": "b12345d4100d45cabcfcfbb9d2b093553f9d38b9e9a51e3aa155e6401a1956fd" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.24_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.24_fro_ckpt1.00_size22.0.json index c3d064d5abcaeebb3fd86b3050f878e2fbad0bdd..3ed70039abd57ed9b21b8d0db75ef016d5424952 100644 --- a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.24_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.24_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "cervine", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,47 +119,47 @@ }, "mean_img_ar_error": 0.03621613371873629 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_cervine_penis": { "img_count": 72, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -175,30 +175,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "72", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 72, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "cervine", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1317420180", - "ss_session_id": "1094699753", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1317420180, + "ss_session_id": 1094699753, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_cervine_penis": { "3 fingers": 1, @@ -1384,14 +1384,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713830432.4684947", - "ss_training_started_at": "1713812376.2097735", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713830432.468495, + "ss_training_started_at": 1713812376.2097735, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e9af320", "sshs_model_hash": "b12345d4100d45cabcfcfbb9d2b093553f9d38b9e9a51e3aa155e6401a1956fd" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.26_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.26_fro_ckpt1.00_size24.0.json index c3d064d5abcaeebb3fd86b3050f878e2fbad0bdd..3ed70039abd57ed9b21b8d0db75ef016d5424952 100644 --- a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.26_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.26_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "cervine", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,47 +119,47 @@ }, "mean_img_ar_error": 0.03621613371873629 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_cervine_penis": { "img_count": 72, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -175,30 +175,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "72", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 72, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "cervine", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1317420180", - "ss_session_id": "1094699753", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1317420180, + "ss_session_id": 1094699753, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_cervine_penis": { "3 fingers": 1, @@ -1384,14 +1384,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713830432.4684947", - "ss_training_started_at": "1713812376.2097735", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713830432.468495, + "ss_training_started_at": 1713812376.2097735, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e9af320", "sshs_model_hash": "b12345d4100d45cabcfcfbb9d2b093553f9d38b9e9a51e3aa155e6401a1956fd" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.37_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.37_fro_ckpt1.00_size32.0.json index c3d064d5abcaeebb3fd86b3050f878e2fbad0bdd..3ed70039abd57ed9b21b8d0db75ef016d5424952 100644 --- a/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.37_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/cervine_penis-v1e400_th-3.37_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "cervine", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -119,47 +119,47 @@ }, "mean_img_ar_error": 0.03621613371873629 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_cervine_penis": { "img_count": 72, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -175,30 +175,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "72", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 72, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "cervine", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1317420180", - "ss_session_id": "1094699753", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1317420180, + "ss_session_id": 1094699753, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_cervine_penis": { "3 fingers": 1, @@ -1384,14 +1384,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713830432.4684947", - "ss_training_started_at": "1713812376.2097735", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713830432.468495, + "ss_training_started_at": 1713812376.2097735, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e9af320", "sshs_model_hash": "b12345d4100d45cabcfcfbb9d2b093553f9d38b9e9a51e3aa155e6401a1956fd" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chillet-v3e10_th-0.80_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/chillet-v3e10_th-0.80_spn_lora0.50_spn_ckpt0.50_size4.0.json index ebd5c945871613796cc2dde0a38689dbb45474bc..7b7b809fbbd00f61ebdd1665701b71d63e4908c9 100644 --- a/ponyxl_loras_shrunk/chillet-v3e10_th-0.80_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/chillet-v3e10_th-0.80_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,13 +175,13 @@ }, "mean_img_ar_error": 0.007749235451578431 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "71_anthro_chillet": { "img_count": 17, @@ -192,30 +192,30 @@ "n_repeats": 71 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "430", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 430, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -229,29 +229,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "511", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "4047", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 511, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 4047, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "591001811", - "ss_session_id": "4031340723", - "ss_shuffle_caption": "False", - "ss_steps": "430", + "ss_seed": 591001811, + "ss_session_id": 4031340723, + "ss_shuffle_caption": false, + "ss_steps": 430, "ss_tag_frequency": { "71_anthro_chillet": { "4 fingers": 1, @@ -838,14 +838,14 @@ "yellow background": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707293044.400653", - "ss_training_started_at": "1707258344.0464656", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707293044.400653, + "ss_training_started_at": 1707258344.0464656, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b36d835f", "sshs_model_hash": "ad3f8c50162758d8bdbf72d63222ad75b5bf2cada4eb9d3acafee0352a64cca4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chillet-v3e10_th-1.06_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/chillet-v3e10_th-1.06_spn_lora0.50_spn_ckpt0.50_size8.0.json index ebd5c945871613796cc2dde0a38689dbb45474bc..7b7b809fbbd00f61ebdd1665701b71d63e4908c9 100644 --- a/ponyxl_loras_shrunk/chillet-v3e10_th-1.06_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/chillet-v3e10_th-1.06_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,13 +175,13 @@ }, "mean_img_ar_error": 0.007749235451578431 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "71_anthro_chillet": { "img_count": 17, @@ -192,30 +192,30 @@ "n_repeats": 71 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "430", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 430, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -229,29 +229,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "511", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "4047", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 511, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 4047, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "591001811", - "ss_session_id": "4031340723", - "ss_shuffle_caption": "False", - "ss_steps": "430", + "ss_seed": 591001811, + "ss_session_id": 4031340723, + "ss_shuffle_caption": false, + "ss_steps": 430, "ss_tag_frequency": { "71_anthro_chillet": { "4 fingers": 1, @@ -838,14 +838,14 @@ "yellow background": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707293044.400653", - "ss_training_started_at": "1707258344.0464656", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707293044.400653, + "ss_training_started_at": 1707258344.0464656, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b36d835f", "sshs_model_hash": "ad3f8c50162758d8bdbf72d63222ad75b5bf2cada4eb9d3acafee0352a64cca4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chillet-v3e10_th-1.20_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/chillet-v3e10_th-1.20_spn_lora0.50_spn_ckpt0.50_size12.0.json index ebd5c945871613796cc2dde0a38689dbb45474bc..7b7b809fbbd00f61ebdd1665701b71d63e4908c9 100644 --- a/ponyxl_loras_shrunk/chillet-v3e10_th-1.20_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/chillet-v3e10_th-1.20_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,13 +175,13 @@ }, "mean_img_ar_error": 0.007749235451578431 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "71_anthro_chillet": { "img_count": 17, @@ -192,30 +192,30 @@ "n_repeats": 71 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "430", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 430, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -229,29 +229,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "511", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "4047", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 511, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 4047, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "591001811", - "ss_session_id": "4031340723", - "ss_shuffle_caption": "False", - "ss_steps": "430", + "ss_seed": 591001811, + "ss_session_id": 4031340723, + "ss_shuffle_caption": false, + "ss_steps": 430, "ss_tag_frequency": { "71_anthro_chillet": { "4 fingers": 1, @@ -838,14 +838,14 @@ "yellow background": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707293044.400653", - "ss_training_started_at": "1707258344.0464656", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707293044.400653, + "ss_training_started_at": 1707258344.0464656, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b36d835f", "sshs_model_hash": "ad3f8c50162758d8bdbf72d63222ad75b5bf2cada4eb9d3acafee0352a64cca4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chillet-v3e10_th-1.42_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/chillet-v3e10_th-1.42_spn_lora0.50_spn_ckpt0.50_size24.0.json index ebd5c945871613796cc2dde0a38689dbb45474bc..7b7b809fbbd00f61ebdd1665701b71d63e4908c9 100644 --- a/ponyxl_loras_shrunk/chillet-v3e10_th-1.42_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/chillet-v3e10_th-1.42_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,13 +175,13 @@ }, "mean_img_ar_error": 0.007749235451578431 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "71_anthro_chillet": { "img_count": 17, @@ -192,30 +192,30 @@ "n_repeats": 71 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "430", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 430, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -229,29 +229,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "511", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "4047", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 511, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 4047, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "591001811", - "ss_session_id": "4031340723", - "ss_shuffle_caption": "False", - "ss_steps": "430", + "ss_seed": 591001811, + "ss_session_id": 4031340723, + "ss_shuffle_caption": false, + "ss_steps": 430, "ss_tag_frequency": { "71_anthro_chillet": { "4 fingers": 1, @@ -838,14 +838,14 @@ "yellow background": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707293044.400653", - "ss_training_started_at": "1707258344.0464656", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707293044.400653, + "ss_training_started_at": 1707258344.0464656, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b36d835f", "sshs_model_hash": "ad3f8c50162758d8bdbf72d63222ad75b5bf2cada4eb9d3acafee0352a64cca4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chillet-v3e10_th-1.54_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/chillet-v3e10_th-1.54_spn_lora0.50_spn_ckpt0.50_size32.0.json index ebd5c945871613796cc2dde0a38689dbb45474bc..7b7b809fbbd00f61ebdd1665701b71d63e4908c9 100644 --- a/ponyxl_loras_shrunk/chillet-v3e10_th-1.54_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/chillet-v3e10_th-1.54_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,13 +175,13 @@ }, "mean_img_ar_error": 0.007749235451578431 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "71_anthro_chillet": { "img_count": 17, @@ -192,30 +192,30 @@ "n_repeats": 71 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "430", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 430, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -229,29 +229,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "511", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "4047", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 511, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 4047, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "591001811", - "ss_session_id": "4031340723", - "ss_shuffle_caption": "False", - "ss_steps": "430", + "ss_seed": 591001811, + "ss_session_id": 4031340723, + "ss_shuffle_caption": false, + "ss_steps": 430, "ss_tag_frequency": { "71_anthro_chillet": { "4 fingers": 1, @@ -838,14 +838,14 @@ "yellow background": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707293044.400653", - "ss_training_started_at": "1707258344.0464656", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707293044.400653, + "ss_training_started_at": 1707258344.0464656, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b36d835f", "sshs_model_hash": "ad3f8c50162758d8bdbf72d63222ad75b5bf2cada4eb9d3acafee0352a64cca4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chillet-v3e10_th-1.56_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/chillet-v3e10_th-1.56_spn_ckpt1.00_size4.0.json index ebd5c945871613796cc2dde0a38689dbb45474bc..7b7b809fbbd00f61ebdd1665701b71d63e4908c9 100644 --- a/ponyxl_loras_shrunk/chillet-v3e10_th-1.56_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/chillet-v3e10_th-1.56_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,13 +175,13 @@ }, "mean_img_ar_error": 0.007749235451578431 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "71_anthro_chillet": { "img_count": 17, @@ -192,30 +192,30 @@ "n_repeats": 71 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "430", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 430, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -229,29 +229,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "511", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "4047", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 511, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 4047, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "591001811", - "ss_session_id": "4031340723", - "ss_shuffle_caption": "False", - "ss_steps": "430", + "ss_seed": 591001811, + "ss_session_id": 4031340723, + "ss_shuffle_caption": false, + "ss_steps": 430, "ss_tag_frequency": { "71_anthro_chillet": { "4 fingers": 1, @@ -838,14 +838,14 @@ "yellow background": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707293044.400653", - "ss_training_started_at": "1707258344.0464656", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707293044.400653, + "ss_training_started_at": 1707258344.0464656, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b36d835f", "sshs_model_hash": "ad3f8c50162758d8bdbf72d63222ad75b5bf2cada4eb9d3acafee0352a64cca4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chillet-v3e10_th-1.84_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/chillet-v3e10_th-1.84_spn_ckpt1.00_size8.0.json index ebd5c945871613796cc2dde0a38689dbb45474bc..7b7b809fbbd00f61ebdd1665701b71d63e4908c9 100644 --- a/ponyxl_loras_shrunk/chillet-v3e10_th-1.84_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/chillet-v3e10_th-1.84_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,13 +175,13 @@ }, "mean_img_ar_error": 0.007749235451578431 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "71_anthro_chillet": { "img_count": 17, @@ -192,30 +192,30 @@ "n_repeats": 71 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "430", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 430, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -229,29 +229,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "511", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "4047", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 511, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 4047, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "591001811", - "ss_session_id": "4031340723", - "ss_shuffle_caption": "False", - "ss_steps": "430", + "ss_seed": 591001811, + "ss_session_id": 4031340723, + "ss_shuffle_caption": false, + "ss_steps": 430, "ss_tag_frequency": { "71_anthro_chillet": { "4 fingers": 1, @@ -838,14 +838,14 @@ "yellow background": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707293044.400653", - "ss_training_started_at": "1707258344.0464656", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707293044.400653, + "ss_training_started_at": 1707258344.0464656, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b36d835f", "sshs_model_hash": "ad3f8c50162758d8bdbf72d63222ad75b5bf2cada4eb9d3acafee0352a64cca4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chillet-v3e10_th-1.98_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/chillet-v3e10_th-1.98_spn_ckpt1.00_size12.0.json index ebd5c945871613796cc2dde0a38689dbb45474bc..7b7b809fbbd00f61ebdd1665701b71d63e4908c9 100644 --- a/ponyxl_loras_shrunk/chillet-v3e10_th-1.98_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/chillet-v3e10_th-1.98_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,13 +175,13 @@ }, "mean_img_ar_error": 0.007749235451578431 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "71_anthro_chillet": { "img_count": 17, @@ -192,30 +192,30 @@ "n_repeats": 71 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "430", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 430, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -229,29 +229,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "511", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "4047", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 511, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 4047, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "591001811", - "ss_session_id": "4031340723", - "ss_shuffle_caption": "False", - "ss_steps": "430", + "ss_seed": 591001811, + "ss_session_id": 4031340723, + "ss_shuffle_caption": false, + "ss_steps": 430, "ss_tag_frequency": { "71_anthro_chillet": { "4 fingers": 1, @@ -838,14 +838,14 @@ "yellow background": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707293044.400653", - "ss_training_started_at": "1707258344.0464656", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707293044.400653, + "ss_training_started_at": 1707258344.0464656, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b36d835f", "sshs_model_hash": "ad3f8c50162758d8bdbf72d63222ad75b5bf2cada4eb9d3acafee0352a64cca4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chillet-v3e10_th-2.03_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/chillet-v3e10_th-2.03_spn_ckpt1.00_size14.0.json index ebd5c945871613796cc2dde0a38689dbb45474bc..7b7b809fbbd00f61ebdd1665701b71d63e4908c9 100644 --- a/ponyxl_loras_shrunk/chillet-v3e10_th-2.03_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/chillet-v3e10_th-2.03_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,13 +175,13 @@ }, "mean_img_ar_error": 0.007749235451578431 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "71_anthro_chillet": { "img_count": 17, @@ -192,30 +192,30 @@ "n_repeats": 71 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "430", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 430, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -229,29 +229,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "511", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "4047", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 511, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 4047, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "591001811", - "ss_session_id": "4031340723", - "ss_shuffle_caption": "False", - "ss_steps": "430", + "ss_seed": 591001811, + "ss_session_id": 4031340723, + "ss_shuffle_caption": false, + "ss_steps": 430, "ss_tag_frequency": { "71_anthro_chillet": { "4 fingers": 1, @@ -838,14 +838,14 @@ "yellow background": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707293044.400653", - "ss_training_started_at": "1707258344.0464656", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707293044.400653, + "ss_training_started_at": 1707258344.0464656, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b36d835f", "sshs_model_hash": "ad3f8c50162758d8bdbf72d63222ad75b5bf2cada4eb9d3acafee0352a64cca4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chillet-v3e10_th-2.07_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/chillet-v3e10_th-2.07_spn_ckpt1.00_size16.0.json index ebd5c945871613796cc2dde0a38689dbb45474bc..7b7b809fbbd00f61ebdd1665701b71d63e4908c9 100644 --- a/ponyxl_loras_shrunk/chillet-v3e10_th-2.07_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/chillet-v3e10_th-2.07_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,13 +175,13 @@ }, "mean_img_ar_error": 0.007749235451578431 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "71_anthro_chillet": { "img_count": 17, @@ -192,30 +192,30 @@ "n_repeats": 71 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "430", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 430, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -229,29 +229,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "511", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "4047", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 511, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 4047, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "591001811", - "ss_session_id": "4031340723", - "ss_shuffle_caption": "False", - "ss_steps": "430", + "ss_seed": 591001811, + "ss_session_id": 4031340723, + "ss_shuffle_caption": false, + "ss_steps": 430, "ss_tag_frequency": { "71_anthro_chillet": { "4 fingers": 1, @@ -838,14 +838,14 @@ "yellow background": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707293044.400653", - "ss_training_started_at": "1707258344.0464656", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707293044.400653, + "ss_training_started_at": 1707258344.0464656, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b36d835f", "sshs_model_hash": "ad3f8c50162758d8bdbf72d63222ad75b5bf2cada4eb9d3acafee0352a64cca4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chillet-v3e10_th-2.11_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/chillet-v3e10_th-2.11_spn_ckpt1.00_size18.0.json index ebd5c945871613796cc2dde0a38689dbb45474bc..7b7b809fbbd00f61ebdd1665701b71d63e4908c9 100644 --- a/ponyxl_loras_shrunk/chillet-v3e10_th-2.11_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/chillet-v3e10_th-2.11_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,13 +175,13 @@ }, "mean_img_ar_error": 0.007749235451578431 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "71_anthro_chillet": { "img_count": 17, @@ -192,30 +192,30 @@ "n_repeats": 71 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "430", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 430, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -229,29 +229,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "511", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "4047", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 511, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 4047, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "591001811", - "ss_session_id": "4031340723", - "ss_shuffle_caption": "False", - "ss_steps": "430", + "ss_seed": 591001811, + "ss_session_id": 4031340723, + "ss_shuffle_caption": false, + "ss_steps": 430, "ss_tag_frequency": { "71_anthro_chillet": { "4 fingers": 1, @@ -838,14 +838,14 @@ "yellow background": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707293044.400653", - "ss_training_started_at": "1707258344.0464656", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707293044.400653, + "ss_training_started_at": 1707258344.0464656, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b36d835f", "sshs_model_hash": "ad3f8c50162758d8bdbf72d63222ad75b5bf2cada4eb9d3acafee0352a64cca4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chillet-v3e10_th-2.15_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/chillet-v3e10_th-2.15_spn_ckpt1.00_size20.0.json index ebd5c945871613796cc2dde0a38689dbb45474bc..7b7b809fbbd00f61ebdd1665701b71d63e4908c9 100644 --- a/ponyxl_loras_shrunk/chillet-v3e10_th-2.15_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/chillet-v3e10_th-2.15_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,13 +175,13 @@ }, "mean_img_ar_error": 0.007749235451578431 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "71_anthro_chillet": { "img_count": 17, @@ -192,30 +192,30 @@ "n_repeats": 71 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "430", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 430, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -229,29 +229,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "511", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "4047", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 511, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 4047, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "591001811", - "ss_session_id": "4031340723", - "ss_shuffle_caption": "False", - "ss_steps": "430", + "ss_seed": 591001811, + "ss_session_id": 4031340723, + "ss_shuffle_caption": false, + "ss_steps": 430, "ss_tag_frequency": { "71_anthro_chillet": { "4 fingers": 1, @@ -838,14 +838,14 @@ "yellow background": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707293044.400653", - "ss_training_started_at": "1707258344.0464656", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707293044.400653, + "ss_training_started_at": 1707258344.0464656, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b36d835f", "sshs_model_hash": "ad3f8c50162758d8bdbf72d63222ad75b5bf2cada4eb9d3acafee0352a64cca4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chillet-v3e10_th-2.18_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/chillet-v3e10_th-2.18_spn_ckpt1.00_size22.0.json index ebd5c945871613796cc2dde0a38689dbb45474bc..7b7b809fbbd00f61ebdd1665701b71d63e4908c9 100644 --- a/ponyxl_loras_shrunk/chillet-v3e10_th-2.18_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/chillet-v3e10_th-2.18_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,13 +175,13 @@ }, "mean_img_ar_error": 0.007749235451578431 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "71_anthro_chillet": { "img_count": 17, @@ -192,30 +192,30 @@ "n_repeats": 71 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "430", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 430, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -229,29 +229,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "511", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "4047", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 511, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 4047, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "591001811", - "ss_session_id": "4031340723", - "ss_shuffle_caption": "False", - "ss_steps": "430", + "ss_seed": 591001811, + "ss_session_id": 4031340723, + "ss_shuffle_caption": false, + "ss_steps": 430, "ss_tag_frequency": { "71_anthro_chillet": { "4 fingers": 1, @@ -838,14 +838,14 @@ "yellow background": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707293044.400653", - "ss_training_started_at": "1707258344.0464656", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707293044.400653, + "ss_training_started_at": 1707258344.0464656, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b36d835f", "sshs_model_hash": "ad3f8c50162758d8bdbf72d63222ad75b5bf2cada4eb9d3acafee0352a64cca4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chillet-v3e10_th-2.22_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/chillet-v3e10_th-2.22_spn_ckpt1.00_size24.0.json index ebd5c945871613796cc2dde0a38689dbb45474bc..7b7b809fbbd00f61ebdd1665701b71d63e4908c9 100644 --- a/ponyxl_loras_shrunk/chillet-v3e10_th-2.22_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/chillet-v3e10_th-2.22_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,13 +175,13 @@ }, "mean_img_ar_error": 0.007749235451578431 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "71_anthro_chillet": { "img_count": 17, @@ -192,30 +192,30 @@ "n_repeats": 71 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "430", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 430, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -229,29 +229,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "511", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "4047", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 511, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 4047, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "591001811", - "ss_session_id": "4031340723", - "ss_shuffle_caption": "False", - "ss_steps": "430", + "ss_seed": 591001811, + "ss_session_id": 4031340723, + "ss_shuffle_caption": false, + "ss_steps": 430, "ss_tag_frequency": { "71_anthro_chillet": { "4 fingers": 1, @@ -838,14 +838,14 @@ "yellow background": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707293044.400653", - "ss_training_started_at": "1707258344.0464656", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707293044.400653, + "ss_training_started_at": 1707258344.0464656, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b36d835f", "sshs_model_hash": "ad3f8c50162758d8bdbf72d63222ad75b5bf2cada4eb9d3acafee0352a64cca4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chillet-v3e10_th-2.36_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/chillet-v3e10_th-2.36_spn_ckpt1.00_size32.0.json index ebd5c945871613796cc2dde0a38689dbb45474bc..7b7b809fbbd00f61ebdd1665701b71d63e4908c9 100644 --- a/ponyxl_loras_shrunk/chillet-v3e10_th-2.36_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/chillet-v3e10_th-2.36_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,13 +175,13 @@ }, "mean_img_ar_error": 0.007749235451578431 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "71_anthro_chillet": { "img_count": 17, @@ -192,30 +192,30 @@ "n_repeats": 71 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "430", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 430, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -229,29 +229,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "511", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "4047", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 511, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 4047, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "591001811", - "ss_session_id": "4031340723", - "ss_shuffle_caption": "False", - "ss_steps": "430", + "ss_seed": 591001811, + "ss_session_id": 4031340723, + "ss_shuffle_caption": false, + "ss_steps": 430, "ss_tag_frequency": { "71_anthro_chillet": { "4 fingers": 1, @@ -838,14 +838,14 @@ "yellow background": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707293044.400653", - "ss_training_started_at": "1707258344.0464656", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707293044.400653, + "ss_training_started_at": 1707258344.0464656, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b36d835f", "sshs_model_hash": "ad3f8c50162758d8bdbf72d63222ad75b5bf2cada4eb9d3acafee0352a64cca4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chillet-v3e10_th-2.49_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/chillet-v3e10_th-2.49_fro_ckpt1.00_size4.0.json index ebd5c945871613796cc2dde0a38689dbb45474bc..7b7b809fbbd00f61ebdd1665701b71d63e4908c9 100644 --- a/ponyxl_loras_shrunk/chillet-v3e10_th-2.49_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/chillet-v3e10_th-2.49_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,13 +175,13 @@ }, "mean_img_ar_error": 0.007749235451578431 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "71_anthro_chillet": { "img_count": 17, @@ -192,30 +192,30 @@ "n_repeats": 71 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "430", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 430, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -229,29 +229,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "511", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "4047", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 511, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 4047, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "591001811", - "ss_session_id": "4031340723", - "ss_shuffle_caption": "False", - "ss_steps": "430", + "ss_seed": 591001811, + "ss_session_id": 4031340723, + "ss_shuffle_caption": false, + "ss_steps": 430, "ss_tag_frequency": { "71_anthro_chillet": { "4 fingers": 1, @@ -838,14 +838,14 @@ "yellow background": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707293044.400653", - "ss_training_started_at": "1707258344.0464656", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707293044.400653, + "ss_training_started_at": 1707258344.0464656, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b36d835f", "sshs_model_hash": "ad3f8c50162758d8bdbf72d63222ad75b5bf2cada4eb9d3acafee0352a64cca4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chillet-v3e10_th-2.77_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/chillet-v3e10_th-2.77_fro_ckpt1.00_size8.0.json index ebd5c945871613796cc2dde0a38689dbb45474bc..7b7b809fbbd00f61ebdd1665701b71d63e4908c9 100644 --- a/ponyxl_loras_shrunk/chillet-v3e10_th-2.77_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/chillet-v3e10_th-2.77_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,13 +175,13 @@ }, "mean_img_ar_error": 0.007749235451578431 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "71_anthro_chillet": { "img_count": 17, @@ -192,30 +192,30 @@ "n_repeats": 71 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "430", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 430, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -229,29 +229,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "511", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "4047", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 511, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 4047, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "591001811", - "ss_session_id": "4031340723", - "ss_shuffle_caption": "False", - "ss_steps": "430", + "ss_seed": 591001811, + "ss_session_id": 4031340723, + "ss_shuffle_caption": false, + "ss_steps": 430, "ss_tag_frequency": { "71_anthro_chillet": { "4 fingers": 1, @@ -838,14 +838,14 @@ "yellow background": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707293044.400653", - "ss_training_started_at": "1707258344.0464656", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707293044.400653, + "ss_training_started_at": 1707258344.0464656, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b36d835f", "sshs_model_hash": "ad3f8c50162758d8bdbf72d63222ad75b5bf2cada4eb9d3acafee0352a64cca4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chillet-v3e10_th-2.93_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/chillet-v3e10_th-2.93_fro_ckpt1.00_size12.0.json index ebd5c945871613796cc2dde0a38689dbb45474bc..7b7b809fbbd00f61ebdd1665701b71d63e4908c9 100644 --- a/ponyxl_loras_shrunk/chillet-v3e10_th-2.93_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/chillet-v3e10_th-2.93_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,13 +175,13 @@ }, "mean_img_ar_error": 0.007749235451578431 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "71_anthro_chillet": { "img_count": 17, @@ -192,30 +192,30 @@ "n_repeats": 71 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "430", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 430, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -229,29 +229,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "511", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "4047", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 511, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 4047, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "591001811", - "ss_session_id": "4031340723", - "ss_shuffle_caption": "False", - "ss_steps": "430", + "ss_seed": 591001811, + "ss_session_id": 4031340723, + "ss_shuffle_caption": false, + "ss_steps": 430, "ss_tag_frequency": { "71_anthro_chillet": { "4 fingers": 1, @@ -838,14 +838,14 @@ "yellow background": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707293044.400653", - "ss_training_started_at": "1707258344.0464656", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707293044.400653, + "ss_training_started_at": 1707258344.0464656, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b36d835f", "sshs_model_hash": "ad3f8c50162758d8bdbf72d63222ad75b5bf2cada4eb9d3acafee0352a64cca4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chillet-v3e10_th-2.98_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/chillet-v3e10_th-2.98_fro_ckpt1.00_size14.0.json index ebd5c945871613796cc2dde0a38689dbb45474bc..7b7b809fbbd00f61ebdd1665701b71d63e4908c9 100644 --- a/ponyxl_loras_shrunk/chillet-v3e10_th-2.98_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/chillet-v3e10_th-2.98_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,13 +175,13 @@ }, "mean_img_ar_error": 0.007749235451578431 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "71_anthro_chillet": { "img_count": 17, @@ -192,30 +192,30 @@ "n_repeats": 71 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "430", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 430, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -229,29 +229,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "511", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "4047", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 511, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 4047, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "591001811", - "ss_session_id": "4031340723", - "ss_shuffle_caption": "False", - "ss_steps": "430", + "ss_seed": 591001811, + "ss_session_id": 4031340723, + "ss_shuffle_caption": false, + "ss_steps": 430, "ss_tag_frequency": { "71_anthro_chillet": { "4 fingers": 1, @@ -838,14 +838,14 @@ "yellow background": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707293044.400653", - "ss_training_started_at": "1707258344.0464656", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707293044.400653, + "ss_training_started_at": 1707258344.0464656, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b36d835f", "sshs_model_hash": "ad3f8c50162758d8bdbf72d63222ad75b5bf2cada4eb9d3acafee0352a64cca4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chillet-v3e10_th-3.02_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/chillet-v3e10_th-3.02_fro_ckpt1.00_size16.0.json index ebd5c945871613796cc2dde0a38689dbb45474bc..7b7b809fbbd00f61ebdd1665701b71d63e4908c9 100644 --- a/ponyxl_loras_shrunk/chillet-v3e10_th-3.02_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/chillet-v3e10_th-3.02_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,13 +175,13 @@ }, "mean_img_ar_error": 0.007749235451578431 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "71_anthro_chillet": { "img_count": 17, @@ -192,30 +192,30 @@ "n_repeats": 71 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "430", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 430, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -229,29 +229,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "511", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "4047", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 511, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 4047, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "591001811", - "ss_session_id": "4031340723", - "ss_shuffle_caption": "False", - "ss_steps": "430", + "ss_seed": 591001811, + "ss_session_id": 4031340723, + "ss_shuffle_caption": false, + "ss_steps": 430, "ss_tag_frequency": { "71_anthro_chillet": { "4 fingers": 1, @@ -838,14 +838,14 @@ "yellow background": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707293044.400653", - "ss_training_started_at": "1707258344.0464656", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707293044.400653, + "ss_training_started_at": 1707258344.0464656, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b36d835f", "sshs_model_hash": "ad3f8c50162758d8bdbf72d63222ad75b5bf2cada4eb9d3acafee0352a64cca4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chillet-v3e10_th-3.06_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/chillet-v3e10_th-3.06_fro_ckpt1.00_size18.0.json index ebd5c945871613796cc2dde0a38689dbb45474bc..7b7b809fbbd00f61ebdd1665701b71d63e4908c9 100644 --- a/ponyxl_loras_shrunk/chillet-v3e10_th-3.06_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/chillet-v3e10_th-3.06_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,13 +175,13 @@ }, "mean_img_ar_error": 0.007749235451578431 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "71_anthro_chillet": { "img_count": 17, @@ -192,30 +192,30 @@ "n_repeats": 71 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "430", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 430, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -229,29 +229,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "511", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "4047", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 511, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 4047, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "591001811", - "ss_session_id": "4031340723", - "ss_shuffle_caption": "False", - "ss_steps": "430", + "ss_seed": 591001811, + "ss_session_id": 4031340723, + "ss_shuffle_caption": false, + "ss_steps": 430, "ss_tag_frequency": { "71_anthro_chillet": { "4 fingers": 1, @@ -838,14 +838,14 @@ "yellow background": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707293044.400653", - "ss_training_started_at": "1707258344.0464656", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707293044.400653, + "ss_training_started_at": 1707258344.0464656, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b36d835f", "sshs_model_hash": "ad3f8c50162758d8bdbf72d63222ad75b5bf2cada4eb9d3acafee0352a64cca4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chillet-v3e10_th-3.09_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/chillet-v3e10_th-3.09_fro_ckpt1.00_size20.0.json index ebd5c945871613796cc2dde0a38689dbb45474bc..7b7b809fbbd00f61ebdd1665701b71d63e4908c9 100644 --- a/ponyxl_loras_shrunk/chillet-v3e10_th-3.09_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/chillet-v3e10_th-3.09_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,13 +175,13 @@ }, "mean_img_ar_error": 0.007749235451578431 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "71_anthro_chillet": { "img_count": 17, @@ -192,30 +192,30 @@ "n_repeats": 71 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "430", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 430, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -229,29 +229,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "511", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "4047", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 511, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 4047, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "591001811", - "ss_session_id": "4031340723", - "ss_shuffle_caption": "False", - "ss_steps": "430", + "ss_seed": 591001811, + "ss_session_id": 4031340723, + "ss_shuffle_caption": false, + "ss_steps": 430, "ss_tag_frequency": { "71_anthro_chillet": { "4 fingers": 1, @@ -838,14 +838,14 @@ "yellow background": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707293044.400653", - "ss_training_started_at": "1707258344.0464656", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707293044.400653, + "ss_training_started_at": 1707258344.0464656, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b36d835f", "sshs_model_hash": "ad3f8c50162758d8bdbf72d63222ad75b5bf2cada4eb9d3acafee0352a64cca4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chillet-v3e10_th-3.12_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/chillet-v3e10_th-3.12_fro_ckpt1.00_size22.0.json index ebd5c945871613796cc2dde0a38689dbb45474bc..7b7b809fbbd00f61ebdd1665701b71d63e4908c9 100644 --- a/ponyxl_loras_shrunk/chillet-v3e10_th-3.12_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/chillet-v3e10_th-3.12_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,13 +175,13 @@ }, "mean_img_ar_error": 0.007749235451578431 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "71_anthro_chillet": { "img_count": 17, @@ -192,30 +192,30 @@ "n_repeats": 71 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "430", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 430, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -229,29 +229,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "511", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "4047", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 511, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 4047, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "591001811", - "ss_session_id": "4031340723", - "ss_shuffle_caption": "False", - "ss_steps": "430", + "ss_seed": 591001811, + "ss_session_id": 4031340723, + "ss_shuffle_caption": false, + "ss_steps": 430, "ss_tag_frequency": { "71_anthro_chillet": { "4 fingers": 1, @@ -838,14 +838,14 @@ "yellow background": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707293044.400653", - "ss_training_started_at": "1707258344.0464656", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707293044.400653, + "ss_training_started_at": 1707258344.0464656, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b36d835f", "sshs_model_hash": "ad3f8c50162758d8bdbf72d63222ad75b5bf2cada4eb9d3acafee0352a64cca4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chillet-v3e10_th-3.15_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/chillet-v3e10_th-3.15_fro_ckpt1.00_size24.0.json index ebd5c945871613796cc2dde0a38689dbb45474bc..7b7b809fbbd00f61ebdd1665701b71d63e4908c9 100644 --- a/ponyxl_loras_shrunk/chillet-v3e10_th-3.15_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/chillet-v3e10_th-3.15_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,13 +175,13 @@ }, "mean_img_ar_error": 0.007749235451578431 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "71_anthro_chillet": { "img_count": 17, @@ -192,30 +192,30 @@ "n_repeats": 71 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "430", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 430, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -229,29 +229,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "511", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "4047", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 511, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 4047, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "591001811", - "ss_session_id": "4031340723", - "ss_shuffle_caption": "False", - "ss_steps": "430", + "ss_seed": 591001811, + "ss_session_id": 4031340723, + "ss_shuffle_caption": false, + "ss_steps": 430, "ss_tag_frequency": { "71_anthro_chillet": { "4 fingers": 1, @@ -838,14 +838,14 @@ "yellow background": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707293044.400653", - "ss_training_started_at": "1707258344.0464656", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707293044.400653, + "ss_training_started_at": 1707258344.0464656, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b36d835f", "sshs_model_hash": "ad3f8c50162758d8bdbf72d63222ad75b5bf2cada4eb9d3acafee0352a64cca4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chillet-v3e10_th-3.26_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/chillet-v3e10_th-3.26_fro_ckpt1.00_size32.0.json index ebd5c945871613796cc2dde0a38689dbb45474bc..7b7b809fbbd00f61ebdd1665701b71d63e4908c9 100644 --- a/ponyxl_loras_shrunk/chillet-v3e10_th-3.26_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/chillet-v3e10_th-3.26_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,13 +175,13 @@ }, "mean_img_ar_error": 0.007749235451578431 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "71_anthro_chillet": { "img_count": 17, @@ -192,30 +192,30 @@ "n_repeats": 71 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "430", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 430, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -229,29 +229,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "511", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "4047", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 511, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 4047, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "591001811", - "ss_session_id": "4031340723", - "ss_shuffle_caption": "False", - "ss_steps": "430", + "ss_seed": 591001811, + "ss_session_id": 4031340723, + "ss_shuffle_caption": false, + "ss_steps": 430, "ss_tag_frequency": { "71_anthro_chillet": { "4 fingers": 1, @@ -838,14 +838,14 @@ "yellow background": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707293044.400653", - "ss_training_started_at": "1707258344.0464656", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707293044.400653, + "ss_training_started_at": 1707258344.0464656, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b36d835f", "sshs_model_hash": "ad3f8c50162758d8bdbf72d63222ad75b5bf2cada4eb9d3acafee0352a64cca4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chunie-v1e5_th-0.89_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/chunie-v1e5_th-0.89_spn_lora0.50_spn_ckpt0.50_size4.0.json index 11a8de28142caa0336ccd1bcc2d1ca22d65f08a9..0325885e6bfcbbddc9b31c212ed90d0d65671263 100644 --- a/ponyxl_loras_shrunk/chunie-v1e5_th-0.89_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/chunie-v1e5_th-0.89_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "10", + "ss_batch_size_per_device": 10, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.031102184364522487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_chunie": { "img_count": 50, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "5", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 5, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "209", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 209, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -120,29 +120,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "497", - "ss_num_epochs": "5", - "ss_num_reg_images": "0", - "ss_num_train_images": "4950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 497, + "ss_num_epochs": 5, + "ss_num_reg_images": 0, + "ss_num_train_images": 4950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "4f93bf10f0f3b84afb7f1670c48eda3dedb4c1d8", - "ss_seed": "3827179986", - "ss_session_id": "1768031063", - "ss_shuffle_caption": "False", - "ss_steps": "209", + "ss_seed": 3827179986, + "ss_session_id": 1768031063, + "ss_shuffle_caption": false, + "ss_steps": 209, "ss_tag_frequency": { "99_chunie": { "1boy": 35, @@ -453,14 +453,14 @@ "yellow eyes": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "120", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 120, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705270878.823266", - "ss_training_started_at": "1705258209.2193246", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705270878.823266, + "ss_training_started_at": 1705258209.2193246, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bec2874a", "sshs_model_hash": "b4d313e6378f65e0d97c64bef420367099f424d67e6cc19b9bf078e74ba528a7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chunie-v1e5_th-1.15_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/chunie-v1e5_th-1.15_spn_lora0.50_spn_ckpt0.50_size8.0.json index 11a8de28142caa0336ccd1bcc2d1ca22d65f08a9..0325885e6bfcbbddc9b31c212ed90d0d65671263 100644 --- a/ponyxl_loras_shrunk/chunie-v1e5_th-1.15_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/chunie-v1e5_th-1.15_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "10", + "ss_batch_size_per_device": 10, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.031102184364522487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_chunie": { "img_count": 50, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "5", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 5, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "209", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 209, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -120,29 +120,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "497", - "ss_num_epochs": "5", - "ss_num_reg_images": "0", - "ss_num_train_images": "4950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 497, + "ss_num_epochs": 5, + "ss_num_reg_images": 0, + "ss_num_train_images": 4950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "4f93bf10f0f3b84afb7f1670c48eda3dedb4c1d8", - "ss_seed": "3827179986", - "ss_session_id": "1768031063", - "ss_shuffle_caption": "False", - "ss_steps": "209", + "ss_seed": 3827179986, + "ss_session_id": 1768031063, + "ss_shuffle_caption": false, + "ss_steps": 209, "ss_tag_frequency": { "99_chunie": { "1boy": 35, @@ -453,14 +453,14 @@ "yellow eyes": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "120", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 120, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705270878.823266", - "ss_training_started_at": "1705258209.2193246", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705270878.823266, + "ss_training_started_at": 1705258209.2193246, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bec2874a", "sshs_model_hash": "b4d313e6378f65e0d97c64bef420367099f424d67e6cc19b9bf078e74ba528a7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chunie-v1e5_th-1.30_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/chunie-v1e5_th-1.30_spn_lora0.50_spn_ckpt0.50_size12.0.json index 11a8de28142caa0336ccd1bcc2d1ca22d65f08a9..0325885e6bfcbbddc9b31c212ed90d0d65671263 100644 --- a/ponyxl_loras_shrunk/chunie-v1e5_th-1.30_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/chunie-v1e5_th-1.30_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "10", + "ss_batch_size_per_device": 10, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.031102184364522487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_chunie": { "img_count": 50, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "5", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 5, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "209", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 209, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -120,29 +120,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "497", - "ss_num_epochs": "5", - "ss_num_reg_images": "0", - "ss_num_train_images": "4950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 497, + "ss_num_epochs": 5, + "ss_num_reg_images": 0, + "ss_num_train_images": 4950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "4f93bf10f0f3b84afb7f1670c48eda3dedb4c1d8", - "ss_seed": "3827179986", - "ss_session_id": "1768031063", - "ss_shuffle_caption": "False", - "ss_steps": "209", + "ss_seed": 3827179986, + "ss_session_id": 1768031063, + "ss_shuffle_caption": false, + "ss_steps": 209, "ss_tag_frequency": { "99_chunie": { "1boy": 35, @@ -453,14 +453,14 @@ "yellow eyes": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "120", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 120, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705270878.823266", - "ss_training_started_at": "1705258209.2193246", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705270878.823266, + "ss_training_started_at": 1705258209.2193246, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bec2874a", "sshs_model_hash": "b4d313e6378f65e0d97c64bef420367099f424d67e6cc19b9bf078e74ba528a7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chunie-v1e5_th-1.50_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/chunie-v1e5_th-1.50_spn_lora0.50_spn_ckpt0.50_size24.0.json index 11a8de28142caa0336ccd1bcc2d1ca22d65f08a9..0325885e6bfcbbddc9b31c212ed90d0d65671263 100644 --- a/ponyxl_loras_shrunk/chunie-v1e5_th-1.50_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/chunie-v1e5_th-1.50_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "10", + "ss_batch_size_per_device": 10, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.031102184364522487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_chunie": { "img_count": 50, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "5", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 5, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "209", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 209, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -120,29 +120,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "497", - "ss_num_epochs": "5", - "ss_num_reg_images": "0", - "ss_num_train_images": "4950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 497, + "ss_num_epochs": 5, + "ss_num_reg_images": 0, + "ss_num_train_images": 4950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "4f93bf10f0f3b84afb7f1670c48eda3dedb4c1d8", - "ss_seed": "3827179986", - "ss_session_id": "1768031063", - "ss_shuffle_caption": "False", - "ss_steps": "209", + "ss_seed": 3827179986, + "ss_session_id": 1768031063, + "ss_shuffle_caption": false, + "ss_steps": 209, "ss_tag_frequency": { "99_chunie": { "1boy": 35, @@ -453,14 +453,14 @@ "yellow eyes": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "120", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 120, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705270878.823266", - "ss_training_started_at": "1705258209.2193246", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705270878.823266, + "ss_training_started_at": 1705258209.2193246, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bec2874a", "sshs_model_hash": "b4d313e6378f65e0d97c64bef420367099f424d67e6cc19b9bf078e74ba528a7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chunie-v1e5_th-1.61_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/chunie-v1e5_th-1.61_spn_lora0.50_spn_ckpt0.50_size32.0.json index 11a8de28142caa0336ccd1bcc2d1ca22d65f08a9..0325885e6bfcbbddc9b31c212ed90d0d65671263 100644 --- a/ponyxl_loras_shrunk/chunie-v1e5_th-1.61_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/chunie-v1e5_th-1.61_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "10", + "ss_batch_size_per_device": 10, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.031102184364522487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_chunie": { "img_count": 50, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "5", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 5, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "209", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 209, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -120,29 +120,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "497", - "ss_num_epochs": "5", - "ss_num_reg_images": "0", - "ss_num_train_images": "4950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 497, + "ss_num_epochs": 5, + "ss_num_reg_images": 0, + "ss_num_train_images": 4950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "4f93bf10f0f3b84afb7f1670c48eda3dedb4c1d8", - "ss_seed": "3827179986", - "ss_session_id": "1768031063", - "ss_shuffle_caption": "False", - "ss_steps": "209", + "ss_seed": 3827179986, + "ss_session_id": 1768031063, + "ss_shuffle_caption": false, + "ss_steps": 209, "ss_tag_frequency": { "99_chunie": { "1boy": 35, @@ -453,14 +453,14 @@ "yellow eyes": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "120", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 120, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705270878.823266", - "ss_training_started_at": "1705258209.2193246", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705270878.823266, + "ss_training_started_at": 1705258209.2193246, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bec2874a", "sshs_model_hash": "b4d313e6378f65e0d97c64bef420367099f424d67e6cc19b9bf078e74ba528a7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chunie-v1e5_th-1.75_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/chunie-v1e5_th-1.75_spn_ckpt1.00_size4.0.json index 11a8de28142caa0336ccd1bcc2d1ca22d65f08a9..0325885e6bfcbbddc9b31c212ed90d0d65671263 100644 --- a/ponyxl_loras_shrunk/chunie-v1e5_th-1.75_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/chunie-v1e5_th-1.75_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "10", + "ss_batch_size_per_device": 10, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.031102184364522487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_chunie": { "img_count": 50, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "5", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 5, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "209", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 209, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -120,29 +120,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "497", - "ss_num_epochs": "5", - "ss_num_reg_images": "0", - "ss_num_train_images": "4950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 497, + "ss_num_epochs": 5, + "ss_num_reg_images": 0, + "ss_num_train_images": 4950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "4f93bf10f0f3b84afb7f1670c48eda3dedb4c1d8", - "ss_seed": "3827179986", - "ss_session_id": "1768031063", - "ss_shuffle_caption": "False", - "ss_steps": "209", + "ss_seed": 3827179986, + "ss_session_id": 1768031063, + "ss_shuffle_caption": false, + "ss_steps": 209, "ss_tag_frequency": { "99_chunie": { "1boy": 35, @@ -453,14 +453,14 @@ "yellow eyes": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "120", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 120, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705270878.823266", - "ss_training_started_at": "1705258209.2193246", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705270878.823266, + "ss_training_started_at": 1705258209.2193246, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bec2874a", "sshs_model_hash": "b4d313e6378f65e0d97c64bef420367099f424d67e6cc19b9bf078e74ba528a7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chunie-v1e5_th-2.03_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/chunie-v1e5_th-2.03_spn_ckpt1.00_size8.0.json index 11a8de28142caa0336ccd1bcc2d1ca22d65f08a9..0325885e6bfcbbddc9b31c212ed90d0d65671263 100644 --- a/ponyxl_loras_shrunk/chunie-v1e5_th-2.03_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/chunie-v1e5_th-2.03_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "10", + "ss_batch_size_per_device": 10, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.031102184364522487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_chunie": { "img_count": 50, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "5", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 5, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "209", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 209, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -120,29 +120,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "497", - "ss_num_epochs": "5", - "ss_num_reg_images": "0", - "ss_num_train_images": "4950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 497, + "ss_num_epochs": 5, + "ss_num_reg_images": 0, + "ss_num_train_images": 4950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "4f93bf10f0f3b84afb7f1670c48eda3dedb4c1d8", - "ss_seed": "3827179986", - "ss_session_id": "1768031063", - "ss_shuffle_caption": "False", - "ss_steps": "209", + "ss_seed": 3827179986, + "ss_session_id": 1768031063, + "ss_shuffle_caption": false, + "ss_steps": 209, "ss_tag_frequency": { "99_chunie": { "1boy": 35, @@ -453,14 +453,14 @@ "yellow eyes": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "120", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 120, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705270878.823266", - "ss_training_started_at": "1705258209.2193246", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705270878.823266, + "ss_training_started_at": 1705258209.2193246, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bec2874a", "sshs_model_hash": "b4d313e6378f65e0d97c64bef420367099f424d67e6cc19b9bf078e74ba528a7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chunie-v1e5_th-2.16_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/chunie-v1e5_th-2.16_spn_ckpt1.00_size12.0.json index 11a8de28142caa0336ccd1bcc2d1ca22d65f08a9..0325885e6bfcbbddc9b31c212ed90d0d65671263 100644 --- a/ponyxl_loras_shrunk/chunie-v1e5_th-2.16_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/chunie-v1e5_th-2.16_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "10", + "ss_batch_size_per_device": 10, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.031102184364522487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_chunie": { "img_count": 50, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "5", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 5, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "209", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 209, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -120,29 +120,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "497", - "ss_num_epochs": "5", - "ss_num_reg_images": "0", - "ss_num_train_images": "4950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 497, + "ss_num_epochs": 5, + "ss_num_reg_images": 0, + "ss_num_train_images": 4950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "4f93bf10f0f3b84afb7f1670c48eda3dedb4c1d8", - "ss_seed": "3827179986", - "ss_session_id": "1768031063", - "ss_shuffle_caption": "False", - "ss_steps": "209", + "ss_seed": 3827179986, + "ss_session_id": 1768031063, + "ss_shuffle_caption": false, + "ss_steps": 209, "ss_tag_frequency": { "99_chunie": { "1boy": 35, @@ -453,14 +453,14 @@ "yellow eyes": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "120", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 120, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705270878.823266", - "ss_training_started_at": "1705258209.2193246", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705270878.823266, + "ss_training_started_at": 1705258209.2193246, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bec2874a", "sshs_model_hash": "b4d313e6378f65e0d97c64bef420367099f424d67e6cc19b9bf078e74ba528a7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chunie-v1e5_th-2.22_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/chunie-v1e5_th-2.22_spn_ckpt1.00_size14.0.json index 11a8de28142caa0336ccd1bcc2d1ca22d65f08a9..0325885e6bfcbbddc9b31c212ed90d0d65671263 100644 --- a/ponyxl_loras_shrunk/chunie-v1e5_th-2.22_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/chunie-v1e5_th-2.22_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "10", + "ss_batch_size_per_device": 10, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.031102184364522487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_chunie": { "img_count": 50, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "5", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 5, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "209", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 209, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -120,29 +120,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "497", - "ss_num_epochs": "5", - "ss_num_reg_images": "0", - "ss_num_train_images": "4950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 497, + "ss_num_epochs": 5, + "ss_num_reg_images": 0, + "ss_num_train_images": 4950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "4f93bf10f0f3b84afb7f1670c48eda3dedb4c1d8", - "ss_seed": "3827179986", - "ss_session_id": "1768031063", - "ss_shuffle_caption": "False", - "ss_steps": "209", + "ss_seed": 3827179986, + "ss_session_id": 1768031063, + "ss_shuffle_caption": false, + "ss_steps": 209, "ss_tag_frequency": { "99_chunie": { "1boy": 35, @@ -453,14 +453,14 @@ "yellow eyes": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "120", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 120, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705270878.823266", - "ss_training_started_at": "1705258209.2193246", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705270878.823266, + "ss_training_started_at": 1705258209.2193246, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bec2874a", "sshs_model_hash": "b4d313e6378f65e0d97c64bef420367099f424d67e6cc19b9bf078e74ba528a7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chunie-v1e5_th-2.26_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/chunie-v1e5_th-2.26_spn_ckpt1.00_size16.0.json index 11a8de28142caa0336ccd1bcc2d1ca22d65f08a9..0325885e6bfcbbddc9b31c212ed90d0d65671263 100644 --- a/ponyxl_loras_shrunk/chunie-v1e5_th-2.26_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/chunie-v1e5_th-2.26_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "10", + "ss_batch_size_per_device": 10, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.031102184364522487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_chunie": { "img_count": 50, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "5", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 5, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "209", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 209, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -120,29 +120,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "497", - "ss_num_epochs": "5", - "ss_num_reg_images": "0", - "ss_num_train_images": "4950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 497, + "ss_num_epochs": 5, + "ss_num_reg_images": 0, + "ss_num_train_images": 4950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "4f93bf10f0f3b84afb7f1670c48eda3dedb4c1d8", - "ss_seed": "3827179986", - "ss_session_id": "1768031063", - "ss_shuffle_caption": "False", - "ss_steps": "209", + "ss_seed": 3827179986, + "ss_session_id": 1768031063, + "ss_shuffle_caption": false, + "ss_steps": 209, "ss_tag_frequency": { "99_chunie": { "1boy": 35, @@ -453,14 +453,14 @@ "yellow eyes": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "120", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 120, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705270878.823266", - "ss_training_started_at": "1705258209.2193246", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705270878.823266, + "ss_training_started_at": 1705258209.2193246, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bec2874a", "sshs_model_hash": "b4d313e6378f65e0d97c64bef420367099f424d67e6cc19b9bf078e74ba528a7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chunie-v1e5_th-2.30_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/chunie-v1e5_th-2.30_spn_ckpt1.00_size18.0.json index 11a8de28142caa0336ccd1bcc2d1ca22d65f08a9..0325885e6bfcbbddc9b31c212ed90d0d65671263 100644 --- a/ponyxl_loras_shrunk/chunie-v1e5_th-2.30_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/chunie-v1e5_th-2.30_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "10", + "ss_batch_size_per_device": 10, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.031102184364522487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_chunie": { "img_count": 50, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "5", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 5, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "209", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 209, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -120,29 +120,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "497", - "ss_num_epochs": "5", - "ss_num_reg_images": "0", - "ss_num_train_images": "4950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 497, + "ss_num_epochs": 5, + "ss_num_reg_images": 0, + "ss_num_train_images": 4950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "4f93bf10f0f3b84afb7f1670c48eda3dedb4c1d8", - "ss_seed": "3827179986", - "ss_session_id": "1768031063", - "ss_shuffle_caption": "False", - "ss_steps": "209", + "ss_seed": 3827179986, + "ss_session_id": 1768031063, + "ss_shuffle_caption": false, + "ss_steps": 209, "ss_tag_frequency": { "99_chunie": { "1boy": 35, @@ -453,14 +453,14 @@ "yellow eyes": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "120", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 120, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705270878.823266", - "ss_training_started_at": "1705258209.2193246", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705270878.823266, + "ss_training_started_at": 1705258209.2193246, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bec2874a", "sshs_model_hash": "b4d313e6378f65e0d97c64bef420367099f424d67e6cc19b9bf078e74ba528a7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chunie-v1e5_th-2.34_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/chunie-v1e5_th-2.34_spn_ckpt1.00_size20.0.json index 11a8de28142caa0336ccd1bcc2d1ca22d65f08a9..0325885e6bfcbbddc9b31c212ed90d0d65671263 100644 --- a/ponyxl_loras_shrunk/chunie-v1e5_th-2.34_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/chunie-v1e5_th-2.34_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "10", + "ss_batch_size_per_device": 10, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.031102184364522487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_chunie": { "img_count": 50, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "5", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 5, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "209", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 209, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -120,29 +120,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "497", - "ss_num_epochs": "5", - "ss_num_reg_images": "0", - "ss_num_train_images": "4950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 497, + "ss_num_epochs": 5, + "ss_num_reg_images": 0, + "ss_num_train_images": 4950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "4f93bf10f0f3b84afb7f1670c48eda3dedb4c1d8", - "ss_seed": "3827179986", - "ss_session_id": "1768031063", - "ss_shuffle_caption": "False", - "ss_steps": "209", + "ss_seed": 3827179986, + "ss_session_id": 1768031063, + "ss_shuffle_caption": false, + "ss_steps": 209, "ss_tag_frequency": { "99_chunie": { "1boy": 35, @@ -453,14 +453,14 @@ "yellow eyes": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "120", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 120, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705270878.823266", - "ss_training_started_at": "1705258209.2193246", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705270878.823266, + "ss_training_started_at": 1705258209.2193246, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bec2874a", "sshs_model_hash": "b4d313e6378f65e0d97c64bef420367099f424d67e6cc19b9bf078e74ba528a7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chunie-v1e5_th-2.37_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/chunie-v1e5_th-2.37_spn_ckpt1.00_size22.0.json index 11a8de28142caa0336ccd1bcc2d1ca22d65f08a9..0325885e6bfcbbddc9b31c212ed90d0d65671263 100644 --- a/ponyxl_loras_shrunk/chunie-v1e5_th-2.37_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/chunie-v1e5_th-2.37_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "10", + "ss_batch_size_per_device": 10, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.031102184364522487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_chunie": { "img_count": 50, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "5", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 5, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "209", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 209, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -120,29 +120,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "497", - "ss_num_epochs": "5", - "ss_num_reg_images": "0", - "ss_num_train_images": "4950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 497, + "ss_num_epochs": 5, + "ss_num_reg_images": 0, + "ss_num_train_images": 4950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "4f93bf10f0f3b84afb7f1670c48eda3dedb4c1d8", - "ss_seed": "3827179986", - "ss_session_id": "1768031063", - "ss_shuffle_caption": "False", - "ss_steps": "209", + "ss_seed": 3827179986, + "ss_session_id": 1768031063, + "ss_shuffle_caption": false, + "ss_steps": 209, "ss_tag_frequency": { "99_chunie": { "1boy": 35, @@ -453,14 +453,14 @@ "yellow eyes": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "120", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 120, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705270878.823266", - "ss_training_started_at": "1705258209.2193246", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705270878.823266, + "ss_training_started_at": 1705258209.2193246, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bec2874a", "sshs_model_hash": "b4d313e6378f65e0d97c64bef420367099f424d67e6cc19b9bf078e74ba528a7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chunie-v1e5_th-2.41_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/chunie-v1e5_th-2.41_spn_ckpt1.00_size24.0.json index 11a8de28142caa0336ccd1bcc2d1ca22d65f08a9..0325885e6bfcbbddc9b31c212ed90d0d65671263 100644 --- a/ponyxl_loras_shrunk/chunie-v1e5_th-2.41_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/chunie-v1e5_th-2.41_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "10", + "ss_batch_size_per_device": 10, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.031102184364522487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_chunie": { "img_count": 50, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "5", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 5, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "209", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 209, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -120,29 +120,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "497", - "ss_num_epochs": "5", - "ss_num_reg_images": "0", - "ss_num_train_images": "4950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 497, + "ss_num_epochs": 5, + "ss_num_reg_images": 0, + "ss_num_train_images": 4950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "4f93bf10f0f3b84afb7f1670c48eda3dedb4c1d8", - "ss_seed": "3827179986", - "ss_session_id": "1768031063", - "ss_shuffle_caption": "False", - "ss_steps": "209", + "ss_seed": 3827179986, + "ss_session_id": 1768031063, + "ss_shuffle_caption": false, + "ss_steps": 209, "ss_tag_frequency": { "99_chunie": { "1boy": 35, @@ -453,14 +453,14 @@ "yellow eyes": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "120", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 120, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705270878.823266", - "ss_training_started_at": "1705258209.2193246", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705270878.823266, + "ss_training_started_at": 1705258209.2193246, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bec2874a", "sshs_model_hash": "b4d313e6378f65e0d97c64bef420367099f424d67e6cc19b9bf078e74ba528a7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chunie-v1e5_th-2.54_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/chunie-v1e5_th-2.54_spn_ckpt1.00_size32.0.json index 11a8de28142caa0336ccd1bcc2d1ca22d65f08a9..0325885e6bfcbbddc9b31c212ed90d0d65671263 100644 --- a/ponyxl_loras_shrunk/chunie-v1e5_th-2.54_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/chunie-v1e5_th-2.54_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "10", + "ss_batch_size_per_device": 10, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.031102184364522487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_chunie": { "img_count": 50, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "5", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 5, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "209", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 209, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -120,29 +120,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "497", - "ss_num_epochs": "5", - "ss_num_reg_images": "0", - "ss_num_train_images": "4950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 497, + "ss_num_epochs": 5, + "ss_num_reg_images": 0, + "ss_num_train_images": 4950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "4f93bf10f0f3b84afb7f1670c48eda3dedb4c1d8", - "ss_seed": "3827179986", - "ss_session_id": "1768031063", - "ss_shuffle_caption": "False", - "ss_steps": "209", + "ss_seed": 3827179986, + "ss_session_id": 1768031063, + "ss_shuffle_caption": false, + "ss_steps": 209, "ss_tag_frequency": { "99_chunie": { "1boy": 35, @@ -453,14 +453,14 @@ "yellow eyes": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "120", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 120, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705270878.823266", - "ss_training_started_at": "1705258209.2193246", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705270878.823266, + "ss_training_started_at": 1705258209.2193246, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bec2874a", "sshs_model_hash": "b4d313e6378f65e0d97c64bef420367099f424d67e6cc19b9bf078e74ba528a7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chunie-v1e5_th-2.67_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/chunie-v1e5_th-2.67_fro_ckpt1.00_size4.0.json index 11a8de28142caa0336ccd1bcc2d1ca22d65f08a9..0325885e6bfcbbddc9b31c212ed90d0d65671263 100644 --- a/ponyxl_loras_shrunk/chunie-v1e5_th-2.67_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/chunie-v1e5_th-2.67_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "10", + "ss_batch_size_per_device": 10, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.031102184364522487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_chunie": { "img_count": 50, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "5", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 5, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "209", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 209, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -120,29 +120,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "497", - "ss_num_epochs": "5", - "ss_num_reg_images": "0", - "ss_num_train_images": "4950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 497, + "ss_num_epochs": 5, + "ss_num_reg_images": 0, + "ss_num_train_images": 4950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "4f93bf10f0f3b84afb7f1670c48eda3dedb4c1d8", - "ss_seed": "3827179986", - "ss_session_id": "1768031063", - "ss_shuffle_caption": "False", - "ss_steps": "209", + "ss_seed": 3827179986, + "ss_session_id": 1768031063, + "ss_shuffle_caption": false, + "ss_steps": 209, "ss_tag_frequency": { "99_chunie": { "1boy": 35, @@ -453,14 +453,14 @@ "yellow eyes": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "120", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 120, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705270878.823266", - "ss_training_started_at": "1705258209.2193246", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705270878.823266, + "ss_training_started_at": 1705258209.2193246, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bec2874a", "sshs_model_hash": "b4d313e6378f65e0d97c64bef420367099f424d67e6cc19b9bf078e74ba528a7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chunie-v1e5_th-2.96_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/chunie-v1e5_th-2.96_fro_ckpt1.00_size8.0.json index 11a8de28142caa0336ccd1bcc2d1ca22d65f08a9..0325885e6bfcbbddc9b31c212ed90d0d65671263 100644 --- a/ponyxl_loras_shrunk/chunie-v1e5_th-2.96_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/chunie-v1e5_th-2.96_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "10", + "ss_batch_size_per_device": 10, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.031102184364522487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_chunie": { "img_count": 50, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "5", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 5, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "209", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 209, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -120,29 +120,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "497", - "ss_num_epochs": "5", - "ss_num_reg_images": "0", - "ss_num_train_images": "4950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 497, + "ss_num_epochs": 5, + "ss_num_reg_images": 0, + "ss_num_train_images": 4950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "4f93bf10f0f3b84afb7f1670c48eda3dedb4c1d8", - "ss_seed": "3827179986", - "ss_session_id": "1768031063", - "ss_shuffle_caption": "False", - "ss_steps": "209", + "ss_seed": 3827179986, + "ss_session_id": 1768031063, + "ss_shuffle_caption": false, + "ss_steps": 209, "ss_tag_frequency": { "99_chunie": { "1boy": 35, @@ -453,14 +453,14 @@ "yellow eyes": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "120", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 120, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705270878.823266", - "ss_training_started_at": "1705258209.2193246", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705270878.823266, + "ss_training_started_at": 1705258209.2193246, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bec2874a", "sshs_model_hash": "b4d313e6378f65e0d97c64bef420367099f424d67e6cc19b9bf078e74ba528a7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chunie-v1e5_th-3.11_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/chunie-v1e5_th-3.11_fro_ckpt1.00_size12.0.json index 11a8de28142caa0336ccd1bcc2d1ca22d65f08a9..0325885e6bfcbbddc9b31c212ed90d0d65671263 100644 --- a/ponyxl_loras_shrunk/chunie-v1e5_th-3.11_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/chunie-v1e5_th-3.11_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "10", + "ss_batch_size_per_device": 10, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.031102184364522487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_chunie": { "img_count": 50, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "5", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 5, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "209", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 209, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -120,29 +120,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "497", - "ss_num_epochs": "5", - "ss_num_reg_images": "0", - "ss_num_train_images": "4950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 497, + "ss_num_epochs": 5, + "ss_num_reg_images": 0, + "ss_num_train_images": 4950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "4f93bf10f0f3b84afb7f1670c48eda3dedb4c1d8", - "ss_seed": "3827179986", - "ss_session_id": "1768031063", - "ss_shuffle_caption": "False", - "ss_steps": "209", + "ss_seed": 3827179986, + "ss_session_id": 1768031063, + "ss_shuffle_caption": false, + "ss_steps": 209, "ss_tag_frequency": { "99_chunie": { "1boy": 35, @@ -453,14 +453,14 @@ "yellow eyes": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "120", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 120, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705270878.823266", - "ss_training_started_at": "1705258209.2193246", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705270878.823266, + "ss_training_started_at": 1705258209.2193246, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bec2874a", "sshs_model_hash": "b4d313e6378f65e0d97c64bef420367099f424d67e6cc19b9bf078e74ba528a7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chunie-v1e5_th-3.16_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/chunie-v1e5_th-3.16_fro_ckpt1.00_size14.0.json index 11a8de28142caa0336ccd1bcc2d1ca22d65f08a9..0325885e6bfcbbddc9b31c212ed90d0d65671263 100644 --- a/ponyxl_loras_shrunk/chunie-v1e5_th-3.16_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/chunie-v1e5_th-3.16_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "10", + "ss_batch_size_per_device": 10, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.031102184364522487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_chunie": { "img_count": 50, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "5", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 5, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "209", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 209, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -120,29 +120,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "497", - "ss_num_epochs": "5", - "ss_num_reg_images": "0", - "ss_num_train_images": "4950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 497, + "ss_num_epochs": 5, + "ss_num_reg_images": 0, + "ss_num_train_images": 4950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "4f93bf10f0f3b84afb7f1670c48eda3dedb4c1d8", - "ss_seed": "3827179986", - "ss_session_id": "1768031063", - "ss_shuffle_caption": "False", - "ss_steps": "209", + "ss_seed": 3827179986, + "ss_session_id": 1768031063, + "ss_shuffle_caption": false, + "ss_steps": 209, "ss_tag_frequency": { "99_chunie": { "1boy": 35, @@ -453,14 +453,14 @@ "yellow eyes": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "120", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 120, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705270878.823266", - "ss_training_started_at": "1705258209.2193246", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705270878.823266, + "ss_training_started_at": 1705258209.2193246, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bec2874a", "sshs_model_hash": "b4d313e6378f65e0d97c64bef420367099f424d67e6cc19b9bf078e74ba528a7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chunie-v1e5_th-3.21_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/chunie-v1e5_th-3.21_fro_ckpt1.00_size16.0.json index 11a8de28142caa0336ccd1bcc2d1ca22d65f08a9..0325885e6bfcbbddc9b31c212ed90d0d65671263 100644 --- a/ponyxl_loras_shrunk/chunie-v1e5_th-3.21_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/chunie-v1e5_th-3.21_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "10", + "ss_batch_size_per_device": 10, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.031102184364522487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_chunie": { "img_count": 50, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "5", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 5, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "209", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 209, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -120,29 +120,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "497", - "ss_num_epochs": "5", - "ss_num_reg_images": "0", - "ss_num_train_images": "4950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 497, + "ss_num_epochs": 5, + "ss_num_reg_images": 0, + "ss_num_train_images": 4950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "4f93bf10f0f3b84afb7f1670c48eda3dedb4c1d8", - "ss_seed": "3827179986", - "ss_session_id": "1768031063", - "ss_shuffle_caption": "False", - "ss_steps": "209", + "ss_seed": 3827179986, + "ss_session_id": 1768031063, + "ss_shuffle_caption": false, + "ss_steps": 209, "ss_tag_frequency": { "99_chunie": { "1boy": 35, @@ -453,14 +453,14 @@ "yellow eyes": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "120", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 120, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705270878.823266", - "ss_training_started_at": "1705258209.2193246", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705270878.823266, + "ss_training_started_at": 1705258209.2193246, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bec2874a", "sshs_model_hash": "b4d313e6378f65e0d97c64bef420367099f424d67e6cc19b9bf078e74ba528a7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chunie-v1e5_th-3.24_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/chunie-v1e5_th-3.24_fro_ckpt1.00_size18.0.json index 11a8de28142caa0336ccd1bcc2d1ca22d65f08a9..0325885e6bfcbbddc9b31c212ed90d0d65671263 100644 --- a/ponyxl_loras_shrunk/chunie-v1e5_th-3.24_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/chunie-v1e5_th-3.24_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "10", + "ss_batch_size_per_device": 10, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.031102184364522487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_chunie": { "img_count": 50, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "5", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 5, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "209", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 209, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -120,29 +120,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "497", - "ss_num_epochs": "5", - "ss_num_reg_images": "0", - "ss_num_train_images": "4950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 497, + "ss_num_epochs": 5, + "ss_num_reg_images": 0, + "ss_num_train_images": 4950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "4f93bf10f0f3b84afb7f1670c48eda3dedb4c1d8", - "ss_seed": "3827179986", - "ss_session_id": "1768031063", - "ss_shuffle_caption": "False", - "ss_steps": "209", + "ss_seed": 3827179986, + "ss_session_id": 1768031063, + "ss_shuffle_caption": false, + "ss_steps": 209, "ss_tag_frequency": { "99_chunie": { "1boy": 35, @@ -453,14 +453,14 @@ "yellow eyes": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "120", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 120, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705270878.823266", - "ss_training_started_at": "1705258209.2193246", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705270878.823266, + "ss_training_started_at": 1705258209.2193246, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bec2874a", "sshs_model_hash": "b4d313e6378f65e0d97c64bef420367099f424d67e6cc19b9bf078e74ba528a7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chunie-v1e5_th-3.27_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/chunie-v1e5_th-3.27_fro_ckpt1.00_size20.0.json index 11a8de28142caa0336ccd1bcc2d1ca22d65f08a9..0325885e6bfcbbddc9b31c212ed90d0d65671263 100644 --- a/ponyxl_loras_shrunk/chunie-v1e5_th-3.27_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/chunie-v1e5_th-3.27_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "10", + "ss_batch_size_per_device": 10, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.031102184364522487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_chunie": { "img_count": 50, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "5", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 5, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "209", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 209, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -120,29 +120,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "497", - "ss_num_epochs": "5", - "ss_num_reg_images": "0", - "ss_num_train_images": "4950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 497, + "ss_num_epochs": 5, + "ss_num_reg_images": 0, + "ss_num_train_images": 4950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "4f93bf10f0f3b84afb7f1670c48eda3dedb4c1d8", - "ss_seed": "3827179986", - "ss_session_id": "1768031063", - "ss_shuffle_caption": "False", - "ss_steps": "209", + "ss_seed": 3827179986, + "ss_session_id": 1768031063, + "ss_shuffle_caption": false, + "ss_steps": 209, "ss_tag_frequency": { "99_chunie": { "1boy": 35, @@ -453,14 +453,14 @@ "yellow eyes": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "120", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 120, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705270878.823266", - "ss_training_started_at": "1705258209.2193246", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705270878.823266, + "ss_training_started_at": 1705258209.2193246, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bec2874a", "sshs_model_hash": "b4d313e6378f65e0d97c64bef420367099f424d67e6cc19b9bf078e74ba528a7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chunie-v1e5_th-3.30_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/chunie-v1e5_th-3.30_fro_ckpt1.00_size22.0.json index 11a8de28142caa0336ccd1bcc2d1ca22d65f08a9..0325885e6bfcbbddc9b31c212ed90d0d65671263 100644 --- a/ponyxl_loras_shrunk/chunie-v1e5_th-3.30_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/chunie-v1e5_th-3.30_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "10", + "ss_batch_size_per_device": 10, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.031102184364522487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_chunie": { "img_count": 50, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "5", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 5, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "209", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 209, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -120,29 +120,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "497", - "ss_num_epochs": "5", - "ss_num_reg_images": "0", - "ss_num_train_images": "4950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 497, + "ss_num_epochs": 5, + "ss_num_reg_images": 0, + "ss_num_train_images": 4950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "4f93bf10f0f3b84afb7f1670c48eda3dedb4c1d8", - "ss_seed": "3827179986", - "ss_session_id": "1768031063", - "ss_shuffle_caption": "False", - "ss_steps": "209", + "ss_seed": 3827179986, + "ss_session_id": 1768031063, + "ss_shuffle_caption": false, + "ss_steps": 209, "ss_tag_frequency": { "99_chunie": { "1boy": 35, @@ -453,14 +453,14 @@ "yellow eyes": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "120", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 120, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705270878.823266", - "ss_training_started_at": "1705258209.2193246", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705270878.823266, + "ss_training_started_at": 1705258209.2193246, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bec2874a", "sshs_model_hash": "b4d313e6378f65e0d97c64bef420367099f424d67e6cc19b9bf078e74ba528a7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chunie-v1e5_th-3.33_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/chunie-v1e5_th-3.33_fro_ckpt1.00_size24.0.json index 11a8de28142caa0336ccd1bcc2d1ca22d65f08a9..0325885e6bfcbbddc9b31c212ed90d0d65671263 100644 --- a/ponyxl_loras_shrunk/chunie-v1e5_th-3.33_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/chunie-v1e5_th-3.33_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "10", + "ss_batch_size_per_device": 10, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.031102184364522487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_chunie": { "img_count": 50, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "5", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 5, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "209", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 209, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -120,29 +120,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "497", - "ss_num_epochs": "5", - "ss_num_reg_images": "0", - "ss_num_train_images": "4950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 497, + "ss_num_epochs": 5, + "ss_num_reg_images": 0, + "ss_num_train_images": 4950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "4f93bf10f0f3b84afb7f1670c48eda3dedb4c1d8", - "ss_seed": "3827179986", - "ss_session_id": "1768031063", - "ss_shuffle_caption": "False", - "ss_steps": "209", + "ss_seed": 3827179986, + "ss_session_id": 1768031063, + "ss_shuffle_caption": false, + "ss_steps": 209, "ss_tag_frequency": { "99_chunie": { "1boy": 35, @@ -453,14 +453,14 @@ "yellow eyes": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "120", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 120, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705270878.823266", - "ss_training_started_at": "1705258209.2193246", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705270878.823266, + "ss_training_started_at": 1705258209.2193246, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bec2874a", "sshs_model_hash": "b4d313e6378f65e0d97c64bef420367099f424d67e6cc19b9bf078e74ba528a7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/chunie-v1e5_th-3.43_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/chunie-v1e5_th-3.43_fro_ckpt1.00_size32.0.json index 11a8de28142caa0336ccd1bcc2d1ca22d65f08a9..0325885e6bfcbbddc9b31c212ed90d0d65671263 100644 --- a/ponyxl_loras_shrunk/chunie-v1e5_th-3.43_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/chunie-v1e5_th-3.43_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "10", + "ss_batch_size_per_device": 10, "ss_bucket_info": { "buckets": { "0": { @@ -70,43 +70,43 @@ }, "mean_img_ar_error": 0.031102184364522487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_chunie": { "img_count": 50, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "5", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 5, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "209", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 209, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -120,29 +120,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "497", - "ss_num_epochs": "5", - "ss_num_reg_images": "0", - "ss_num_train_images": "4950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 497, + "ss_num_epochs": 5, + "ss_num_reg_images": 0, + "ss_num_train_images": 4950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "4f93bf10f0f3b84afb7f1670c48eda3dedb4c1d8", - "ss_seed": "3827179986", - "ss_session_id": "1768031063", - "ss_shuffle_caption": "False", - "ss_steps": "209", + "ss_seed": 3827179986, + "ss_session_id": 1768031063, + "ss_shuffle_caption": false, + "ss_steps": 209, "ss_tag_frequency": { "99_chunie": { "1boy": 35, @@ -453,14 +453,14 @@ "yellow eyes": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "120", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 120, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705270878.823266", - "ss_training_started_at": "1705258209.2193246", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705270878.823266, + "ss_training_started_at": 1705258209.2193246, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "bec2874a", "sshs_model_hash": "b4d313e6378f65e0d97c64bef420367099f424d67e6cc19b9bf078e74ba528a7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-0.89_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-0.89_spn_lora0.50_spn_ckpt0.50_size4.0.json index 8eb0aa21e6564d7095955f363fff8b923dcf5d36..780b514c5de8ad4c98ccfc297f79fc22d3197138 100644 --- a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-0.89_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-0.89_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -105,43 +105,43 @@ }, "mean_img_ar_error": 0.009831436189219047 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "4_cooliehigh": { "img_count": 50, "n_repeats": 4 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "45", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 45, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -155,29 +155,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "100", - "ss_num_epochs": "45", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 100, + "ss_num_epochs": 45, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2326521515", - "ss_session_id": "2755519875", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2326521515, + "ss_session_id": 2755519875, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "4_cooliehigh": { "1boy": 32, @@ -727,14 +727,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706752713.8689485", - "ss_training_started_at": "1706739538.446344", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706752713.8689485, + "ss_training_started_at": 1706739538.446344, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b6ddeafb", "sshs_model_hash": "f90de05b1829d07a7d2fe703aaefba603d20112b3e262dee2b1c60547be7ca54" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json index 8eb0aa21e6564d7095955f363fff8b923dcf5d36..780b514c5de8ad4c98ccfc297f79fc22d3197138 100644 --- a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -105,43 +105,43 @@ }, "mean_img_ar_error": 0.009831436189219047 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "4_cooliehigh": { "img_count": 50, "n_repeats": 4 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "45", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 45, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -155,29 +155,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "100", - "ss_num_epochs": "45", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 100, + "ss_num_epochs": 45, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2326521515", - "ss_session_id": "2755519875", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2326521515, + "ss_session_id": 2755519875, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "4_cooliehigh": { "1boy": 32, @@ -727,14 +727,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706752713.8689485", - "ss_training_started_at": "1706739538.446344", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706752713.8689485, + "ss_training_started_at": 1706739538.446344, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b6ddeafb", "sshs_model_hash": "f90de05b1829d07a7d2fe703aaefba603d20112b3e262dee2b1c60547be7ca54" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json index 8eb0aa21e6564d7095955f363fff8b923dcf5d36..780b514c5de8ad4c98ccfc297f79fc22d3197138 100644 --- a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -105,43 +105,43 @@ }, "mean_img_ar_error": 0.009831436189219047 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "4_cooliehigh": { "img_count": 50, "n_repeats": 4 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "45", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 45, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -155,29 +155,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "100", - "ss_num_epochs": "45", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 100, + "ss_num_epochs": 45, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2326521515", - "ss_session_id": "2755519875", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2326521515, + "ss_session_id": 2755519875, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "4_cooliehigh": { "1boy": 32, @@ -727,14 +727,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706752713.8689485", - "ss_training_started_at": "1706739538.446344", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706752713.8689485, + "ss_training_started_at": 1706739538.446344, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b6ddeafb", "sshs_model_hash": "f90de05b1829d07a7d2fe703aaefba603d20112b3e262dee2b1c60547be7ca54" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-1.47_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-1.47_spn_lora0.50_spn_ckpt0.50_size24.0.json index 8eb0aa21e6564d7095955f363fff8b923dcf5d36..780b514c5de8ad4c98ccfc297f79fc22d3197138 100644 --- a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-1.47_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-1.47_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -105,43 +105,43 @@ }, "mean_img_ar_error": 0.009831436189219047 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "4_cooliehigh": { "img_count": 50, "n_repeats": 4 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "45", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 45, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -155,29 +155,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "100", - "ss_num_epochs": "45", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 100, + "ss_num_epochs": 45, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2326521515", - "ss_session_id": "2755519875", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2326521515, + "ss_session_id": 2755519875, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "4_cooliehigh": { "1boy": 32, @@ -727,14 +727,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706752713.8689485", - "ss_training_started_at": "1706739538.446344", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706752713.8689485, + "ss_training_started_at": 1706739538.446344, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b6ddeafb", "sshs_model_hash": "f90de05b1829d07a7d2fe703aaefba603d20112b3e262dee2b1c60547be7ca54" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-1.58_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-1.58_spn_lora0.50_spn_ckpt0.50_size32.0.json index 8eb0aa21e6564d7095955f363fff8b923dcf5d36..780b514c5de8ad4c98ccfc297f79fc22d3197138 100644 --- a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-1.58_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-1.58_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -105,43 +105,43 @@ }, "mean_img_ar_error": 0.009831436189219047 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "4_cooliehigh": { "img_count": 50, "n_repeats": 4 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "45", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 45, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -155,29 +155,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "100", - "ss_num_epochs": "45", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 100, + "ss_num_epochs": 45, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2326521515", - "ss_session_id": "2755519875", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2326521515, + "ss_session_id": 2755519875, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "4_cooliehigh": { "1boy": 32, @@ -727,14 +727,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706752713.8689485", - "ss_training_started_at": "1706739538.446344", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706752713.8689485, + "ss_training_started_at": 1706739538.446344, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b6ddeafb", "sshs_model_hash": "f90de05b1829d07a7d2fe703aaefba603d20112b3e262dee2b1c60547be7ca54" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-1.71_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-1.71_spn_ckpt1.00_size4.0.json index 8eb0aa21e6564d7095955f363fff8b923dcf5d36..780b514c5de8ad4c98ccfc297f79fc22d3197138 100644 --- a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-1.71_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-1.71_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -105,43 +105,43 @@ }, "mean_img_ar_error": 0.009831436189219047 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "4_cooliehigh": { "img_count": 50, "n_repeats": 4 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "45", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 45, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -155,29 +155,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "100", - "ss_num_epochs": "45", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 100, + "ss_num_epochs": 45, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2326521515", - "ss_session_id": "2755519875", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2326521515, + "ss_session_id": 2755519875, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "4_cooliehigh": { "1boy": 32, @@ -727,14 +727,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706752713.8689485", - "ss_training_started_at": "1706739538.446344", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706752713.8689485, + "ss_training_started_at": 1706739538.446344, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b6ddeafb", "sshs_model_hash": "f90de05b1829d07a7d2fe703aaefba603d20112b3e262dee2b1c60547be7ca54" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-1.98_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-1.98_spn_ckpt1.00_size8.0.json index 8eb0aa21e6564d7095955f363fff8b923dcf5d36..780b514c5de8ad4c98ccfc297f79fc22d3197138 100644 --- a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-1.98_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-1.98_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -105,43 +105,43 @@ }, "mean_img_ar_error": 0.009831436189219047 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "4_cooliehigh": { "img_count": 50, "n_repeats": 4 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "45", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 45, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -155,29 +155,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "100", - "ss_num_epochs": "45", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 100, + "ss_num_epochs": 45, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2326521515", - "ss_session_id": "2755519875", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2326521515, + "ss_session_id": 2755519875, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "4_cooliehigh": { "1boy": 32, @@ -727,14 +727,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706752713.8689485", - "ss_training_started_at": "1706739538.446344", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706752713.8689485, + "ss_training_started_at": 1706739538.446344, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b6ddeafb", "sshs_model_hash": "f90de05b1829d07a7d2fe703aaefba603d20112b3e262dee2b1c60547be7ca54" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.12_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.12_spn_ckpt1.00_size12.0.json index 8eb0aa21e6564d7095955f363fff8b923dcf5d36..780b514c5de8ad4c98ccfc297f79fc22d3197138 100644 --- a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.12_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.12_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -105,43 +105,43 @@ }, "mean_img_ar_error": 0.009831436189219047 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "4_cooliehigh": { "img_count": 50, "n_repeats": 4 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "45", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 45, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -155,29 +155,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "100", - "ss_num_epochs": "45", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 100, + "ss_num_epochs": 45, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2326521515", - "ss_session_id": "2755519875", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2326521515, + "ss_session_id": 2755519875, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "4_cooliehigh": { "1boy": 32, @@ -727,14 +727,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706752713.8689485", - "ss_training_started_at": "1706739538.446344", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706752713.8689485, + "ss_training_started_at": 1706739538.446344, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b6ddeafb", "sshs_model_hash": "f90de05b1829d07a7d2fe703aaefba603d20112b3e262dee2b1c60547be7ca54" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.17_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.17_spn_ckpt1.00_size14.0.json index 8eb0aa21e6564d7095955f363fff8b923dcf5d36..780b514c5de8ad4c98ccfc297f79fc22d3197138 100644 --- a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.17_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.17_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -105,43 +105,43 @@ }, "mean_img_ar_error": 0.009831436189219047 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "4_cooliehigh": { "img_count": 50, "n_repeats": 4 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "45", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 45, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -155,29 +155,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "100", - "ss_num_epochs": "45", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 100, + "ss_num_epochs": 45, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2326521515", - "ss_session_id": "2755519875", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2326521515, + "ss_session_id": 2755519875, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "4_cooliehigh": { "1boy": 32, @@ -727,14 +727,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706752713.8689485", - "ss_training_started_at": "1706739538.446344", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706752713.8689485, + "ss_training_started_at": 1706739538.446344, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b6ddeafb", "sshs_model_hash": "f90de05b1829d07a7d2fe703aaefba603d20112b3e262dee2b1c60547be7ca54" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.21_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.21_spn_ckpt1.00_size16.0.json index 8eb0aa21e6564d7095955f363fff8b923dcf5d36..780b514c5de8ad4c98ccfc297f79fc22d3197138 100644 --- a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.21_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.21_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -105,43 +105,43 @@ }, "mean_img_ar_error": 0.009831436189219047 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "4_cooliehigh": { "img_count": 50, "n_repeats": 4 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "45", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 45, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -155,29 +155,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "100", - "ss_num_epochs": "45", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 100, + "ss_num_epochs": 45, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2326521515", - "ss_session_id": "2755519875", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2326521515, + "ss_session_id": 2755519875, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "4_cooliehigh": { "1boy": 32, @@ -727,14 +727,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706752713.8689485", - "ss_training_started_at": "1706739538.446344", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706752713.8689485, + "ss_training_started_at": 1706739538.446344, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b6ddeafb", "sshs_model_hash": "f90de05b1829d07a7d2fe703aaefba603d20112b3e262dee2b1c60547be7ca54" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.25_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.25_spn_ckpt1.00_size18.0.json index 8eb0aa21e6564d7095955f363fff8b923dcf5d36..780b514c5de8ad4c98ccfc297f79fc22d3197138 100644 --- a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.25_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.25_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -105,43 +105,43 @@ }, "mean_img_ar_error": 0.009831436189219047 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "4_cooliehigh": { "img_count": 50, "n_repeats": 4 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "45", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 45, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -155,29 +155,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "100", - "ss_num_epochs": "45", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 100, + "ss_num_epochs": 45, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2326521515", - "ss_session_id": "2755519875", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2326521515, + "ss_session_id": 2755519875, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "4_cooliehigh": { "1boy": 32, @@ -727,14 +727,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706752713.8689485", - "ss_training_started_at": "1706739538.446344", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706752713.8689485, + "ss_training_started_at": 1706739538.446344, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b6ddeafb", "sshs_model_hash": "f90de05b1829d07a7d2fe703aaefba603d20112b3e262dee2b1c60547be7ca54" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.29_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.29_spn_ckpt1.00_size20.0.json index 8eb0aa21e6564d7095955f363fff8b923dcf5d36..780b514c5de8ad4c98ccfc297f79fc22d3197138 100644 --- a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.29_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.29_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -105,43 +105,43 @@ }, "mean_img_ar_error": 0.009831436189219047 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "4_cooliehigh": { "img_count": 50, "n_repeats": 4 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "45", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 45, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -155,29 +155,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "100", - "ss_num_epochs": "45", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 100, + "ss_num_epochs": 45, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2326521515", - "ss_session_id": "2755519875", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2326521515, + "ss_session_id": 2755519875, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "4_cooliehigh": { "1boy": 32, @@ -727,14 +727,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706752713.8689485", - "ss_training_started_at": "1706739538.446344", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706752713.8689485, + "ss_training_started_at": 1706739538.446344, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b6ddeafb", "sshs_model_hash": "f90de05b1829d07a7d2fe703aaefba603d20112b3e262dee2b1c60547be7ca54" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.32_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.32_spn_ckpt1.00_size22.0.json index 8eb0aa21e6564d7095955f363fff8b923dcf5d36..780b514c5de8ad4c98ccfc297f79fc22d3197138 100644 --- a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.32_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.32_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -105,43 +105,43 @@ }, "mean_img_ar_error": 0.009831436189219047 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "4_cooliehigh": { "img_count": 50, "n_repeats": 4 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "45", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 45, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -155,29 +155,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "100", - "ss_num_epochs": "45", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 100, + "ss_num_epochs": 45, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2326521515", - "ss_session_id": "2755519875", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2326521515, + "ss_session_id": 2755519875, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "4_cooliehigh": { "1boy": 32, @@ -727,14 +727,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706752713.8689485", - "ss_training_started_at": "1706739538.446344", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706752713.8689485, + "ss_training_started_at": 1706739538.446344, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b6ddeafb", "sshs_model_hash": "f90de05b1829d07a7d2fe703aaefba603d20112b3e262dee2b1c60547be7ca54" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.36_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.36_spn_ckpt1.00_size24.0.json index 8eb0aa21e6564d7095955f363fff8b923dcf5d36..780b514c5de8ad4c98ccfc297f79fc22d3197138 100644 --- a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.36_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.36_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -105,43 +105,43 @@ }, "mean_img_ar_error": 0.009831436189219047 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "4_cooliehigh": { "img_count": 50, "n_repeats": 4 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "45", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 45, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -155,29 +155,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "100", - "ss_num_epochs": "45", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 100, + "ss_num_epochs": 45, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2326521515", - "ss_session_id": "2755519875", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2326521515, + "ss_session_id": 2755519875, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "4_cooliehigh": { "1boy": 32, @@ -727,14 +727,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706752713.8689485", - "ss_training_started_at": "1706739538.446344", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706752713.8689485, + "ss_training_started_at": 1706739538.446344, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b6ddeafb", "sshs_model_hash": "f90de05b1829d07a7d2fe703aaefba603d20112b3e262dee2b1c60547be7ca54" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.50_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.50_spn_ckpt1.00_size32.0.json index 8eb0aa21e6564d7095955f363fff8b923dcf5d36..780b514c5de8ad4c98ccfc297f79fc22d3197138 100644 --- a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.50_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.50_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -105,43 +105,43 @@ }, "mean_img_ar_error": 0.009831436189219047 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "4_cooliehigh": { "img_count": 50, "n_repeats": 4 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "45", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 45, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -155,29 +155,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "100", - "ss_num_epochs": "45", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 100, + "ss_num_epochs": 45, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2326521515", - "ss_session_id": "2755519875", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2326521515, + "ss_session_id": 2755519875, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "4_cooliehigh": { "1boy": 32, @@ -727,14 +727,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706752713.8689485", - "ss_training_started_at": "1706739538.446344", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706752713.8689485, + "ss_training_started_at": 1706739538.446344, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b6ddeafb", "sshs_model_hash": "f90de05b1829d07a7d2fe703aaefba603d20112b3e262dee2b1c60547be7ca54" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.62_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.62_fro_ckpt1.00_size4.0.json index 8eb0aa21e6564d7095955f363fff8b923dcf5d36..780b514c5de8ad4c98ccfc297f79fc22d3197138 100644 --- a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.62_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.62_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -105,43 +105,43 @@ }, "mean_img_ar_error": 0.009831436189219047 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "4_cooliehigh": { "img_count": 50, "n_repeats": 4 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "45", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 45, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -155,29 +155,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "100", - "ss_num_epochs": "45", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 100, + "ss_num_epochs": 45, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2326521515", - "ss_session_id": "2755519875", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2326521515, + "ss_session_id": 2755519875, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "4_cooliehigh": { "1boy": 32, @@ -727,14 +727,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706752713.8689485", - "ss_training_started_at": "1706739538.446344", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706752713.8689485, + "ss_training_started_at": 1706739538.446344, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b6ddeafb", "sshs_model_hash": "f90de05b1829d07a7d2fe703aaefba603d20112b3e262dee2b1c60547be7ca54" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.94_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.94_fro_ckpt1.00_size8.0.json index 8eb0aa21e6564d7095955f363fff8b923dcf5d36..780b514c5de8ad4c98ccfc297f79fc22d3197138 100644 --- a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.94_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-2.94_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -105,43 +105,43 @@ }, "mean_img_ar_error": 0.009831436189219047 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "4_cooliehigh": { "img_count": 50, "n_repeats": 4 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "45", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 45, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -155,29 +155,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "100", - "ss_num_epochs": "45", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 100, + "ss_num_epochs": 45, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2326521515", - "ss_session_id": "2755519875", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2326521515, + "ss_session_id": 2755519875, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "4_cooliehigh": { "1boy": 32, @@ -727,14 +727,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706752713.8689485", - "ss_training_started_at": "1706739538.446344", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706752713.8689485, + "ss_training_started_at": 1706739538.446344, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b6ddeafb", "sshs_model_hash": "f90de05b1829d07a7d2fe703aaefba603d20112b3e262dee2b1c60547be7ca54" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.08_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.08_fro_ckpt1.00_size12.0.json index 8eb0aa21e6564d7095955f363fff8b923dcf5d36..780b514c5de8ad4c98ccfc297f79fc22d3197138 100644 --- a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.08_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.08_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -105,43 +105,43 @@ }, "mean_img_ar_error": 0.009831436189219047 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "4_cooliehigh": { "img_count": 50, "n_repeats": 4 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "45", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 45, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -155,29 +155,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "100", - "ss_num_epochs": "45", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 100, + "ss_num_epochs": 45, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2326521515", - "ss_session_id": "2755519875", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2326521515, + "ss_session_id": 2755519875, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "4_cooliehigh": { "1boy": 32, @@ -727,14 +727,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706752713.8689485", - "ss_training_started_at": "1706739538.446344", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706752713.8689485, + "ss_training_started_at": 1706739538.446344, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b6ddeafb", "sshs_model_hash": "f90de05b1829d07a7d2fe703aaefba603d20112b3e262dee2b1c60547be7ca54" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.12_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.12_fro_ckpt1.00_size14.0.json index 8eb0aa21e6564d7095955f363fff8b923dcf5d36..780b514c5de8ad4c98ccfc297f79fc22d3197138 100644 --- a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.12_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.12_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -105,43 +105,43 @@ }, "mean_img_ar_error": 0.009831436189219047 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "4_cooliehigh": { "img_count": 50, "n_repeats": 4 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "45", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 45, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -155,29 +155,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "100", - "ss_num_epochs": "45", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 100, + "ss_num_epochs": 45, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2326521515", - "ss_session_id": "2755519875", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2326521515, + "ss_session_id": 2755519875, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "4_cooliehigh": { "1boy": 32, @@ -727,14 +727,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706752713.8689485", - "ss_training_started_at": "1706739538.446344", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706752713.8689485, + "ss_training_started_at": 1706739538.446344, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b6ddeafb", "sshs_model_hash": "f90de05b1829d07a7d2fe703aaefba603d20112b3e262dee2b1c60547be7ca54" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.17_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.17_fro_ckpt1.00_size16.0.json index 8eb0aa21e6564d7095955f363fff8b923dcf5d36..780b514c5de8ad4c98ccfc297f79fc22d3197138 100644 --- a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.17_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.17_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -105,43 +105,43 @@ }, "mean_img_ar_error": 0.009831436189219047 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "4_cooliehigh": { "img_count": 50, "n_repeats": 4 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "45", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 45, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -155,29 +155,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "100", - "ss_num_epochs": "45", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 100, + "ss_num_epochs": 45, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2326521515", - "ss_session_id": "2755519875", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2326521515, + "ss_session_id": 2755519875, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "4_cooliehigh": { "1boy": 32, @@ -727,14 +727,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706752713.8689485", - "ss_training_started_at": "1706739538.446344", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706752713.8689485, + "ss_training_started_at": 1706739538.446344, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b6ddeafb", "sshs_model_hash": "f90de05b1829d07a7d2fe703aaefba603d20112b3e262dee2b1c60547be7ca54" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.20_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.20_fro_ckpt1.00_size18.0.json index 8eb0aa21e6564d7095955f363fff8b923dcf5d36..780b514c5de8ad4c98ccfc297f79fc22d3197138 100644 --- a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.20_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.20_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -105,43 +105,43 @@ }, "mean_img_ar_error": 0.009831436189219047 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "4_cooliehigh": { "img_count": 50, "n_repeats": 4 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "45", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 45, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -155,29 +155,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "100", - "ss_num_epochs": "45", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 100, + "ss_num_epochs": 45, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2326521515", - "ss_session_id": "2755519875", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2326521515, + "ss_session_id": 2755519875, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "4_cooliehigh": { "1boy": 32, @@ -727,14 +727,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706752713.8689485", - "ss_training_started_at": "1706739538.446344", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706752713.8689485, + "ss_training_started_at": 1706739538.446344, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b6ddeafb", "sshs_model_hash": "f90de05b1829d07a7d2fe703aaefba603d20112b3e262dee2b1c60547be7ca54" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.23_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.23_fro_ckpt1.00_size20.0.json index 8eb0aa21e6564d7095955f363fff8b923dcf5d36..780b514c5de8ad4c98ccfc297f79fc22d3197138 100644 --- a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.23_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.23_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -105,43 +105,43 @@ }, "mean_img_ar_error": 0.009831436189219047 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "4_cooliehigh": { "img_count": 50, "n_repeats": 4 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "45", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 45, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -155,29 +155,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "100", - "ss_num_epochs": "45", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 100, + "ss_num_epochs": 45, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2326521515", - "ss_session_id": "2755519875", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2326521515, + "ss_session_id": 2755519875, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "4_cooliehigh": { "1boy": 32, @@ -727,14 +727,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706752713.8689485", - "ss_training_started_at": "1706739538.446344", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706752713.8689485, + "ss_training_started_at": 1706739538.446344, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b6ddeafb", "sshs_model_hash": "f90de05b1829d07a7d2fe703aaefba603d20112b3e262dee2b1c60547be7ca54" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.26_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.26_fro_ckpt1.00_size22.0.json index 8eb0aa21e6564d7095955f363fff8b923dcf5d36..780b514c5de8ad4c98ccfc297f79fc22d3197138 100644 --- a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.26_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.26_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -105,43 +105,43 @@ }, "mean_img_ar_error": 0.009831436189219047 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "4_cooliehigh": { "img_count": 50, "n_repeats": 4 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "45", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 45, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -155,29 +155,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "100", - "ss_num_epochs": "45", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 100, + "ss_num_epochs": 45, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2326521515", - "ss_session_id": "2755519875", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2326521515, + "ss_session_id": 2755519875, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "4_cooliehigh": { "1boy": 32, @@ -727,14 +727,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706752713.8689485", - "ss_training_started_at": "1706739538.446344", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706752713.8689485, + "ss_training_started_at": 1706739538.446344, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b6ddeafb", "sshs_model_hash": "f90de05b1829d07a7d2fe703aaefba603d20112b3e262dee2b1c60547be7ca54" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.29_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.29_fro_ckpt1.00_size24.0.json index 8eb0aa21e6564d7095955f363fff8b923dcf5d36..780b514c5de8ad4c98ccfc297f79fc22d3197138 100644 --- a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.29_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.29_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -105,43 +105,43 @@ }, "mean_img_ar_error": 0.009831436189219047 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "4_cooliehigh": { "img_count": 50, "n_repeats": 4 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "45", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 45, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -155,29 +155,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "100", - "ss_num_epochs": "45", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 100, + "ss_num_epochs": 45, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2326521515", - "ss_session_id": "2755519875", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2326521515, + "ss_session_id": 2755519875, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "4_cooliehigh": { "1boy": 32, @@ -727,14 +727,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706752713.8689485", - "ss_training_started_at": "1706739538.446344", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706752713.8689485, + "ss_training_started_at": 1706739538.446344, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b6ddeafb", "sshs_model_hash": "f90de05b1829d07a7d2fe703aaefba603d20112b3e262dee2b1c60547be7ca54" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.39_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.39_fro_ckpt1.00_size32.0.json index 8eb0aa21e6564d7095955f363fff8b923dcf5d36..780b514c5de8ad4c98ccfc297f79fc22d3197138 100644 --- a/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.39_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/cooliehigh-v1e45_th-3.39_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -105,43 +105,43 @@ }, "mean_img_ar_error": 0.009831436189219047 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "4_cooliehigh": { "img_count": 50, "n_repeats": 4 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "45", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 45, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -155,29 +155,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "100", - "ss_num_epochs": "45", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 100, + "ss_num_epochs": 45, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2326521515", - "ss_session_id": "2755519875", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2326521515, + "ss_session_id": 2755519875, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "4_cooliehigh": { "1boy": 32, @@ -727,14 +727,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706752713.8689485", - "ss_training_started_at": "1706739538.446344", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706752713.8689485, + "ss_training_started_at": 1706739538.446344, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b6ddeafb", "sshs_model_hash": "f90de05b1829d07a7d2fe703aaefba603d20112b3e262dee2b1c60547be7ca54" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dagasi-v1e134_th-0.91_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/dagasi-v1e134_th-0.91_spn_lora0.50_spn_ckpt0.50_size4.0.json index 133bb15fe64c91c3b59a2319ee7806c089f0792d..07320c21b0ff87ff3ca6901e487e0303b187fd94 100644 --- a/ponyxl_loras_shrunk/dagasi-v1e134_th-0.91_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/dagasi-v1e134_th-0.91_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.008600546733861921 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dagasi": { "img_count": 200, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -136,29 +136,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "28", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 28, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "4170511379", - "ss_session_id": "2934946849", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4170511379, + "ss_session_id": 2934946849, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dagasi": { "2 missing limbs": 4, @@ -1847,16 +1847,16 @@ "zorua": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1710030869.9936364", - "ss_training_started_at": "1710006468.0440755", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1710030869.9936364, + "ss_training_started_at": 1710006468.0440755, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e597cef8", "sshs_model_hash": "d764993e862974499fa56bf59fa727727a231a8c6a665feb573ebfe2db5ef588" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dagasi-v1e134_th-1.16_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/dagasi-v1e134_th-1.16_spn_lora0.50_spn_ckpt0.50_size8.0.json index 133bb15fe64c91c3b59a2319ee7806c089f0792d..07320c21b0ff87ff3ca6901e487e0303b187fd94 100644 --- a/ponyxl_loras_shrunk/dagasi-v1e134_th-1.16_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/dagasi-v1e134_th-1.16_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.008600546733861921 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dagasi": { "img_count": 200, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -136,29 +136,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "28", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 28, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "4170511379", - "ss_session_id": "2934946849", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4170511379, + "ss_session_id": 2934946849, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dagasi": { "2 missing limbs": 4, @@ -1847,16 +1847,16 @@ "zorua": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1710030869.9936364", - "ss_training_started_at": "1710006468.0440755", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1710030869.9936364, + "ss_training_started_at": 1710006468.0440755, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e597cef8", "sshs_model_hash": "d764993e862974499fa56bf59fa727727a231a8c6a665feb573ebfe2db5ef588" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dagasi-v1e134_th-1.30_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/dagasi-v1e134_th-1.30_spn_lora0.50_spn_ckpt0.50_size12.0.json index 133bb15fe64c91c3b59a2319ee7806c089f0792d..07320c21b0ff87ff3ca6901e487e0303b187fd94 100644 --- a/ponyxl_loras_shrunk/dagasi-v1e134_th-1.30_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/dagasi-v1e134_th-1.30_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.008600546733861921 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dagasi": { "img_count": 200, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -136,29 +136,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "28", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 28, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "4170511379", - "ss_session_id": "2934946849", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4170511379, + "ss_session_id": 2934946849, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dagasi": { "2 missing limbs": 4, @@ -1847,16 +1847,16 @@ "zorua": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1710030869.9936364", - "ss_training_started_at": "1710006468.0440755", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1710030869.9936364, + "ss_training_started_at": 1710006468.0440755, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e597cef8", "sshs_model_hash": "d764993e862974499fa56bf59fa727727a231a8c6a665feb573ebfe2db5ef588" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dagasi-v1e134_th-1.51_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/dagasi-v1e134_th-1.51_spn_lora0.50_spn_ckpt0.50_size24.0.json index 133bb15fe64c91c3b59a2319ee7806c089f0792d..07320c21b0ff87ff3ca6901e487e0303b187fd94 100644 --- a/ponyxl_loras_shrunk/dagasi-v1e134_th-1.51_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/dagasi-v1e134_th-1.51_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.008600546733861921 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dagasi": { "img_count": 200, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -136,29 +136,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "28", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 28, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "4170511379", - "ss_session_id": "2934946849", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4170511379, + "ss_session_id": 2934946849, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dagasi": { "2 missing limbs": 4, @@ -1847,16 +1847,16 @@ "zorua": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1710030869.9936364", - "ss_training_started_at": "1710006468.0440755", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1710030869.9936364, + "ss_training_started_at": 1710006468.0440755, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e597cef8", "sshs_model_hash": "d764993e862974499fa56bf59fa727727a231a8c6a665feb573ebfe2db5ef588" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dagasi-v1e134_th-1.63_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/dagasi-v1e134_th-1.63_spn_lora0.50_spn_ckpt0.50_size32.0.json index 133bb15fe64c91c3b59a2319ee7806c089f0792d..07320c21b0ff87ff3ca6901e487e0303b187fd94 100644 --- a/ponyxl_loras_shrunk/dagasi-v1e134_th-1.63_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/dagasi-v1e134_th-1.63_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.008600546733861921 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dagasi": { "img_count": 200, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -136,29 +136,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "28", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 28, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "4170511379", - "ss_session_id": "2934946849", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4170511379, + "ss_session_id": 2934946849, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dagasi": { "2 missing limbs": 4, @@ -1847,16 +1847,16 @@ "zorua": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1710030869.9936364", - "ss_training_started_at": "1710006468.0440755", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1710030869.9936364, + "ss_training_started_at": 1710006468.0440755, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e597cef8", "sshs_model_hash": "d764993e862974499fa56bf59fa727727a231a8c6a665feb573ebfe2db5ef588" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dagasi-v1e134_th-1.73_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/dagasi-v1e134_th-1.73_spn_ckpt1.00_size4.0.json index 133bb15fe64c91c3b59a2319ee7806c089f0792d..07320c21b0ff87ff3ca6901e487e0303b187fd94 100644 --- a/ponyxl_loras_shrunk/dagasi-v1e134_th-1.73_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/dagasi-v1e134_th-1.73_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.008600546733861921 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dagasi": { "img_count": 200, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -136,29 +136,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "28", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 28, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "4170511379", - "ss_session_id": "2934946849", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4170511379, + "ss_session_id": 2934946849, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dagasi": { "2 missing limbs": 4, @@ -1847,16 +1847,16 @@ "zorua": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1710030869.9936364", - "ss_training_started_at": "1710006468.0440755", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1710030869.9936364, + "ss_training_started_at": 1710006468.0440755, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e597cef8", "sshs_model_hash": "d764993e862974499fa56bf59fa727727a231a8c6a665feb573ebfe2db5ef588" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dagasi-v1e134_th-2.00_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/dagasi-v1e134_th-2.00_spn_ckpt1.00_size8.0.json index 133bb15fe64c91c3b59a2319ee7806c089f0792d..07320c21b0ff87ff3ca6901e487e0303b187fd94 100644 --- a/ponyxl_loras_shrunk/dagasi-v1e134_th-2.00_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/dagasi-v1e134_th-2.00_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.008600546733861921 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dagasi": { "img_count": 200, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -136,29 +136,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "28", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 28, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "4170511379", - "ss_session_id": "2934946849", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4170511379, + "ss_session_id": 2934946849, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dagasi": { "2 missing limbs": 4, @@ -1847,16 +1847,16 @@ "zorua": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1710030869.9936364", - "ss_training_started_at": "1710006468.0440755", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1710030869.9936364, + "ss_training_started_at": 1710006468.0440755, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e597cef8", "sshs_model_hash": "d764993e862974499fa56bf59fa727727a231a8c6a665feb573ebfe2db5ef588" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dagasi-v1e134_th-2.14_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/dagasi-v1e134_th-2.14_spn_ckpt1.00_size12.0.json index 133bb15fe64c91c3b59a2319ee7806c089f0792d..07320c21b0ff87ff3ca6901e487e0303b187fd94 100644 --- a/ponyxl_loras_shrunk/dagasi-v1e134_th-2.14_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/dagasi-v1e134_th-2.14_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.008600546733861921 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dagasi": { "img_count": 200, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -136,29 +136,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "28", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 28, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "4170511379", - "ss_session_id": "2934946849", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4170511379, + "ss_session_id": 2934946849, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dagasi": { "2 missing limbs": 4, @@ -1847,16 +1847,16 @@ "zorua": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1710030869.9936364", - "ss_training_started_at": "1710006468.0440755", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1710030869.9936364, + "ss_training_started_at": 1710006468.0440755, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e597cef8", "sshs_model_hash": "d764993e862974499fa56bf59fa727727a231a8c6a665feb573ebfe2db5ef588" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dagasi-v1e134_th-2.19_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/dagasi-v1e134_th-2.19_spn_ckpt1.00_size14.0.json index 133bb15fe64c91c3b59a2319ee7806c089f0792d..07320c21b0ff87ff3ca6901e487e0303b187fd94 100644 --- a/ponyxl_loras_shrunk/dagasi-v1e134_th-2.19_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/dagasi-v1e134_th-2.19_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.008600546733861921 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dagasi": { "img_count": 200, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -136,29 +136,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "28", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 28, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "4170511379", - "ss_session_id": "2934946849", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4170511379, + "ss_session_id": 2934946849, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dagasi": { "2 missing limbs": 4, @@ -1847,16 +1847,16 @@ "zorua": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1710030869.9936364", - "ss_training_started_at": "1710006468.0440755", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1710030869.9936364, + "ss_training_started_at": 1710006468.0440755, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e597cef8", "sshs_model_hash": "d764993e862974499fa56bf59fa727727a231a8c6a665feb573ebfe2db5ef588" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dagasi-v1e134_th-2.23_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/dagasi-v1e134_th-2.23_spn_ckpt1.00_size16.0.json index 133bb15fe64c91c3b59a2319ee7806c089f0792d..07320c21b0ff87ff3ca6901e487e0303b187fd94 100644 --- a/ponyxl_loras_shrunk/dagasi-v1e134_th-2.23_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/dagasi-v1e134_th-2.23_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.008600546733861921 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dagasi": { "img_count": 200, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -136,29 +136,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "28", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 28, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "4170511379", - "ss_session_id": "2934946849", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4170511379, + "ss_session_id": 2934946849, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dagasi": { "2 missing limbs": 4, @@ -1847,16 +1847,16 @@ "zorua": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1710030869.9936364", - "ss_training_started_at": "1710006468.0440755", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1710030869.9936364, + "ss_training_started_at": 1710006468.0440755, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e597cef8", "sshs_model_hash": "d764993e862974499fa56bf59fa727727a231a8c6a665feb573ebfe2db5ef588" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dagasi-v1e134_th-2.27_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/dagasi-v1e134_th-2.27_spn_ckpt1.00_size18.0.json index 133bb15fe64c91c3b59a2319ee7806c089f0792d..07320c21b0ff87ff3ca6901e487e0303b187fd94 100644 --- a/ponyxl_loras_shrunk/dagasi-v1e134_th-2.27_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/dagasi-v1e134_th-2.27_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.008600546733861921 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dagasi": { "img_count": 200, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -136,29 +136,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "28", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 28, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "4170511379", - "ss_session_id": "2934946849", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4170511379, + "ss_session_id": 2934946849, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dagasi": { "2 missing limbs": 4, @@ -1847,16 +1847,16 @@ "zorua": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1710030869.9936364", - "ss_training_started_at": "1710006468.0440755", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1710030869.9936364, + "ss_training_started_at": 1710006468.0440755, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e597cef8", "sshs_model_hash": "d764993e862974499fa56bf59fa727727a231a8c6a665feb573ebfe2db5ef588" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dagasi-v1e134_th-2.30_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/dagasi-v1e134_th-2.30_spn_ckpt1.00_size20.0.json index 133bb15fe64c91c3b59a2319ee7806c089f0792d..07320c21b0ff87ff3ca6901e487e0303b187fd94 100644 --- a/ponyxl_loras_shrunk/dagasi-v1e134_th-2.30_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/dagasi-v1e134_th-2.30_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.008600546733861921 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dagasi": { "img_count": 200, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -136,29 +136,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "28", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 28, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "4170511379", - "ss_session_id": "2934946849", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4170511379, + "ss_session_id": 2934946849, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dagasi": { "2 missing limbs": 4, @@ -1847,16 +1847,16 @@ "zorua": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1710030869.9936364", - "ss_training_started_at": "1710006468.0440755", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1710030869.9936364, + "ss_training_started_at": 1710006468.0440755, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e597cef8", "sshs_model_hash": "d764993e862974499fa56bf59fa727727a231a8c6a665feb573ebfe2db5ef588" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dagasi-v1e134_th-2.34_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/dagasi-v1e134_th-2.34_spn_ckpt1.00_size22.0.json index 133bb15fe64c91c3b59a2319ee7806c089f0792d..07320c21b0ff87ff3ca6901e487e0303b187fd94 100644 --- a/ponyxl_loras_shrunk/dagasi-v1e134_th-2.34_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/dagasi-v1e134_th-2.34_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.008600546733861921 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dagasi": { "img_count": 200, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -136,29 +136,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "28", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 28, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "4170511379", - "ss_session_id": "2934946849", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4170511379, + "ss_session_id": 2934946849, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dagasi": { "2 missing limbs": 4, @@ -1847,16 +1847,16 @@ "zorua": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1710030869.9936364", - "ss_training_started_at": "1710006468.0440755", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1710030869.9936364, + "ss_training_started_at": 1710006468.0440755, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e597cef8", "sshs_model_hash": "d764993e862974499fa56bf59fa727727a231a8c6a665feb573ebfe2db5ef588" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dagasi-v1e134_th-2.37_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/dagasi-v1e134_th-2.37_spn_ckpt1.00_size24.0.json index 133bb15fe64c91c3b59a2319ee7806c089f0792d..07320c21b0ff87ff3ca6901e487e0303b187fd94 100644 --- a/ponyxl_loras_shrunk/dagasi-v1e134_th-2.37_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/dagasi-v1e134_th-2.37_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.008600546733861921 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dagasi": { "img_count": 200, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -136,29 +136,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "28", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 28, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "4170511379", - "ss_session_id": "2934946849", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4170511379, + "ss_session_id": 2934946849, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dagasi": { "2 missing limbs": 4, @@ -1847,16 +1847,16 @@ "zorua": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1710030869.9936364", - "ss_training_started_at": "1710006468.0440755", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1710030869.9936364, + "ss_training_started_at": 1710006468.0440755, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e597cef8", "sshs_model_hash": "d764993e862974499fa56bf59fa727727a231a8c6a665feb573ebfe2db5ef588" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dagasi-v1e134_th-2.52_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/dagasi-v1e134_th-2.52_spn_ckpt1.00_size32.0.json index 133bb15fe64c91c3b59a2319ee7806c089f0792d..07320c21b0ff87ff3ca6901e487e0303b187fd94 100644 --- a/ponyxl_loras_shrunk/dagasi-v1e134_th-2.52_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/dagasi-v1e134_th-2.52_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.008600546733861921 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dagasi": { "img_count": 200, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -136,29 +136,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "28", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 28, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "4170511379", - "ss_session_id": "2934946849", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4170511379, + "ss_session_id": 2934946849, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dagasi": { "2 missing limbs": 4, @@ -1847,16 +1847,16 @@ "zorua": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1710030869.9936364", - "ss_training_started_at": "1710006468.0440755", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1710030869.9936364, + "ss_training_started_at": 1710006468.0440755, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e597cef8", "sshs_model_hash": "d764993e862974499fa56bf59fa727727a231a8c6a665feb573ebfe2db5ef588" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dagasi-v1e134_th-2.65_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/dagasi-v1e134_th-2.65_fro_ckpt1.00_size4.0.json index 133bb15fe64c91c3b59a2319ee7806c089f0792d..07320c21b0ff87ff3ca6901e487e0303b187fd94 100644 --- a/ponyxl_loras_shrunk/dagasi-v1e134_th-2.65_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/dagasi-v1e134_th-2.65_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.008600546733861921 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dagasi": { "img_count": 200, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -136,29 +136,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "28", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 28, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "4170511379", - "ss_session_id": "2934946849", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4170511379, + "ss_session_id": 2934946849, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dagasi": { "2 missing limbs": 4, @@ -1847,16 +1847,16 @@ "zorua": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1710030869.9936364", - "ss_training_started_at": "1710006468.0440755", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1710030869.9936364, + "ss_training_started_at": 1710006468.0440755, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e597cef8", "sshs_model_hash": "d764993e862974499fa56bf59fa727727a231a8c6a665feb573ebfe2db5ef588" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dagasi-v1e134_th-2.93_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/dagasi-v1e134_th-2.93_fro_ckpt1.00_size8.0.json index 133bb15fe64c91c3b59a2319ee7806c089f0792d..07320c21b0ff87ff3ca6901e487e0303b187fd94 100644 --- a/ponyxl_loras_shrunk/dagasi-v1e134_th-2.93_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/dagasi-v1e134_th-2.93_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.008600546733861921 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dagasi": { "img_count": 200, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -136,29 +136,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "28", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 28, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "4170511379", - "ss_session_id": "2934946849", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4170511379, + "ss_session_id": 2934946849, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dagasi": { "2 missing limbs": 4, @@ -1847,16 +1847,16 @@ "zorua": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1710030869.9936364", - "ss_training_started_at": "1710006468.0440755", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1710030869.9936364, + "ss_training_started_at": 1710006468.0440755, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e597cef8", "sshs_model_hash": "d764993e862974499fa56bf59fa727727a231a8c6a665feb573ebfe2db5ef588" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dagasi-v1e134_th-3.08_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/dagasi-v1e134_th-3.08_fro_ckpt1.00_size12.0.json index 133bb15fe64c91c3b59a2319ee7806c089f0792d..07320c21b0ff87ff3ca6901e487e0303b187fd94 100644 --- a/ponyxl_loras_shrunk/dagasi-v1e134_th-3.08_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/dagasi-v1e134_th-3.08_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.008600546733861921 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dagasi": { "img_count": 200, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -136,29 +136,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "28", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 28, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "4170511379", - "ss_session_id": "2934946849", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4170511379, + "ss_session_id": 2934946849, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dagasi": { "2 missing limbs": 4, @@ -1847,16 +1847,16 @@ "zorua": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1710030869.9936364", - "ss_training_started_at": "1710006468.0440755", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1710030869.9936364, + "ss_training_started_at": 1710006468.0440755, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e597cef8", "sshs_model_hash": "d764993e862974499fa56bf59fa727727a231a8c6a665feb573ebfe2db5ef588" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dagasi-v1e134_th-3.13_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/dagasi-v1e134_th-3.13_fro_ckpt1.00_size14.0.json index 133bb15fe64c91c3b59a2319ee7806c089f0792d..07320c21b0ff87ff3ca6901e487e0303b187fd94 100644 --- a/ponyxl_loras_shrunk/dagasi-v1e134_th-3.13_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/dagasi-v1e134_th-3.13_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.008600546733861921 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dagasi": { "img_count": 200, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -136,29 +136,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "28", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 28, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "4170511379", - "ss_session_id": "2934946849", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4170511379, + "ss_session_id": 2934946849, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dagasi": { "2 missing limbs": 4, @@ -1847,16 +1847,16 @@ "zorua": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1710030869.9936364", - "ss_training_started_at": "1710006468.0440755", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1710030869.9936364, + "ss_training_started_at": 1710006468.0440755, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e597cef8", "sshs_model_hash": "d764993e862974499fa56bf59fa727727a231a8c6a665feb573ebfe2db5ef588" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dagasi-v1e134_th-3.18_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/dagasi-v1e134_th-3.18_fro_ckpt1.00_size16.0.json index 133bb15fe64c91c3b59a2319ee7806c089f0792d..07320c21b0ff87ff3ca6901e487e0303b187fd94 100644 --- a/ponyxl_loras_shrunk/dagasi-v1e134_th-3.18_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/dagasi-v1e134_th-3.18_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.008600546733861921 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dagasi": { "img_count": 200, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -136,29 +136,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "28", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 28, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "4170511379", - "ss_session_id": "2934946849", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4170511379, + "ss_session_id": 2934946849, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dagasi": { "2 missing limbs": 4, @@ -1847,16 +1847,16 @@ "zorua": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1710030869.9936364", - "ss_training_started_at": "1710006468.0440755", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1710030869.9936364, + "ss_training_started_at": 1710006468.0440755, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e597cef8", "sshs_model_hash": "d764993e862974499fa56bf59fa727727a231a8c6a665feb573ebfe2db5ef588" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dagasi-v1e134_th-3.22_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/dagasi-v1e134_th-3.22_fro_ckpt1.00_size18.0.json index 133bb15fe64c91c3b59a2319ee7806c089f0792d..07320c21b0ff87ff3ca6901e487e0303b187fd94 100644 --- a/ponyxl_loras_shrunk/dagasi-v1e134_th-3.22_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/dagasi-v1e134_th-3.22_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.008600546733861921 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dagasi": { "img_count": 200, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -136,29 +136,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "28", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 28, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "4170511379", - "ss_session_id": "2934946849", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4170511379, + "ss_session_id": 2934946849, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dagasi": { "2 missing limbs": 4, @@ -1847,16 +1847,16 @@ "zorua": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1710030869.9936364", - "ss_training_started_at": "1710006468.0440755", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1710030869.9936364, + "ss_training_started_at": 1710006468.0440755, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e597cef8", "sshs_model_hash": "d764993e862974499fa56bf59fa727727a231a8c6a665feb573ebfe2db5ef588" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dagasi-v1e134_th-3.25_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/dagasi-v1e134_th-3.25_fro_ckpt1.00_size20.0.json index 133bb15fe64c91c3b59a2319ee7806c089f0792d..07320c21b0ff87ff3ca6901e487e0303b187fd94 100644 --- a/ponyxl_loras_shrunk/dagasi-v1e134_th-3.25_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/dagasi-v1e134_th-3.25_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.008600546733861921 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dagasi": { "img_count": 200, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -136,29 +136,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "28", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 28, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "4170511379", - "ss_session_id": "2934946849", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4170511379, + "ss_session_id": 2934946849, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dagasi": { "2 missing limbs": 4, @@ -1847,16 +1847,16 @@ "zorua": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1710030869.9936364", - "ss_training_started_at": "1710006468.0440755", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1710030869.9936364, + "ss_training_started_at": 1710006468.0440755, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e597cef8", "sshs_model_hash": "d764993e862974499fa56bf59fa727727a231a8c6a665feb573ebfe2db5ef588" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dagasi-v1e134_th-3.28_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/dagasi-v1e134_th-3.28_fro_ckpt1.00_size22.0.json index 133bb15fe64c91c3b59a2319ee7806c089f0792d..07320c21b0ff87ff3ca6901e487e0303b187fd94 100644 --- a/ponyxl_loras_shrunk/dagasi-v1e134_th-3.28_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/dagasi-v1e134_th-3.28_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.008600546733861921 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dagasi": { "img_count": 200, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -136,29 +136,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "28", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 28, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "4170511379", - "ss_session_id": "2934946849", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4170511379, + "ss_session_id": 2934946849, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dagasi": { "2 missing limbs": 4, @@ -1847,16 +1847,16 @@ "zorua": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1710030869.9936364", - "ss_training_started_at": "1710006468.0440755", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1710030869.9936364, + "ss_training_started_at": 1710006468.0440755, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e597cef8", "sshs_model_hash": "d764993e862974499fa56bf59fa727727a231a8c6a665feb573ebfe2db5ef588" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dagasi-v1e134_th-3.31_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/dagasi-v1e134_th-3.31_fro_ckpt1.00_size24.0.json index 133bb15fe64c91c3b59a2319ee7806c089f0792d..07320c21b0ff87ff3ca6901e487e0303b187fd94 100644 --- a/ponyxl_loras_shrunk/dagasi-v1e134_th-3.31_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/dagasi-v1e134_th-3.31_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.008600546733861921 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dagasi": { "img_count": 200, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -136,29 +136,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "28", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 28, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "4170511379", - "ss_session_id": "2934946849", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4170511379, + "ss_session_id": 2934946849, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dagasi": { "2 missing limbs": 4, @@ -1847,16 +1847,16 @@ "zorua": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1710030869.9936364", - "ss_training_started_at": "1710006468.0440755", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1710030869.9936364, + "ss_training_started_at": 1710006468.0440755, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e597cef8", "sshs_model_hash": "d764993e862974499fa56bf59fa727727a231a8c6a665feb573ebfe2db5ef588" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dagasi-v1e134_th-3.42_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/dagasi-v1e134_th-3.42_fro_ckpt1.00_size32.0.json index 133bb15fe64c91c3b59a2319ee7806c089f0792d..07320c21b0ff87ff3ca6901e487e0303b187fd94 100644 --- a/ponyxl_loras_shrunk/dagasi-v1e134_th-3.42_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/dagasi-v1e134_th-3.42_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.008600546733861921 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dagasi": { "img_count": 200, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -136,29 +136,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "28", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "200", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 28, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "4170511379", - "ss_session_id": "2934946849", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4170511379, + "ss_session_id": 2934946849, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dagasi": { "2 missing limbs": 4, @@ -1847,16 +1847,16 @@ "zorua": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1710030869.9936364", - "ss_training_started_at": "1710006468.0440755", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1710030869.9936364, + "ss_training_started_at": 1710006468.0440755, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e597cef8", "sshs_model_hash": "d764993e862974499fa56bf59fa727727a231a8c6a665feb573ebfe2db5ef588" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/darkgem-v1e4_th-1.00_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/darkgem-v1e4_th-1.00_spn_lora0.50_spn_ckpt0.50_size4.0.json index d085c438145fd3223f51ee80a83ab51b8eead9e1..0da397e86d69ea3794814179ba80a511050fba3d 100644 --- a/ponyxl_loras_shrunk/darkgem-v1e4_th-1.00_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/darkgem-v1e4_th-1.00_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.02985816369569343 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "96_darkgem": { "img_count": 50, "n_repeats": 96 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "300", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4800", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 300, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4800, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "3939813193", - "ss_session_id": "2415151879", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 3939813193, + "ss_session_id": 2415151879, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "96_darkgem": { "1boy": 33, @@ -558,14 +558,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705548375.6103332", - "ss_training_started_at": "1705538262.7556581", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705548375.6103332, + "ss_training_started_at": 1705538262.755658, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "79940f36", "sshs_model_hash": "438ddf09a0a580a0795400122427a34005812bbfa9234ac29a494e7a0539d4f4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/darkgem-v1e4_th-1.23_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/darkgem-v1e4_th-1.23_spn_lora0.50_spn_ckpt0.50_size8.0.json index d085c438145fd3223f51ee80a83ab51b8eead9e1..0da397e86d69ea3794814179ba80a511050fba3d 100644 --- a/ponyxl_loras_shrunk/darkgem-v1e4_th-1.23_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/darkgem-v1e4_th-1.23_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.02985816369569343 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "96_darkgem": { "img_count": 50, "n_repeats": 96 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "300", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4800", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 300, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4800, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "3939813193", - "ss_session_id": "2415151879", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 3939813193, + "ss_session_id": 2415151879, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "96_darkgem": { "1boy": 33, @@ -558,14 +558,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705548375.6103332", - "ss_training_started_at": "1705538262.7556581", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705548375.6103332, + "ss_training_started_at": 1705538262.755658, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "79940f36", "sshs_model_hash": "438ddf09a0a580a0795400122427a34005812bbfa9234ac29a494e7a0539d4f4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/darkgem-v1e4_th-1.34_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/darkgem-v1e4_th-1.34_spn_lora0.50_spn_ckpt0.50_size12.0.json index d085c438145fd3223f51ee80a83ab51b8eead9e1..0da397e86d69ea3794814179ba80a511050fba3d 100644 --- a/ponyxl_loras_shrunk/darkgem-v1e4_th-1.34_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/darkgem-v1e4_th-1.34_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.02985816369569343 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "96_darkgem": { "img_count": 50, "n_repeats": 96 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "300", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4800", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 300, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4800, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "3939813193", - "ss_session_id": "2415151879", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 3939813193, + "ss_session_id": 2415151879, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "96_darkgem": { "1boy": 33, @@ -558,14 +558,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705548375.6103332", - "ss_training_started_at": "1705538262.7556581", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705548375.6103332, + "ss_training_started_at": 1705538262.755658, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "79940f36", "sshs_model_hash": "438ddf09a0a580a0795400122427a34005812bbfa9234ac29a494e7a0539d4f4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/darkgem-v1e4_th-1.51_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/darkgem-v1e4_th-1.51_spn_lora0.50_spn_ckpt0.50_size24.0.json index d085c438145fd3223f51ee80a83ab51b8eead9e1..0da397e86d69ea3794814179ba80a511050fba3d 100644 --- a/ponyxl_loras_shrunk/darkgem-v1e4_th-1.51_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/darkgem-v1e4_th-1.51_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.02985816369569343 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "96_darkgem": { "img_count": 50, "n_repeats": 96 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "300", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4800", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 300, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4800, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "3939813193", - "ss_session_id": "2415151879", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 3939813193, + "ss_session_id": 2415151879, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "96_darkgem": { "1boy": 33, @@ -558,14 +558,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705548375.6103332", - "ss_training_started_at": "1705538262.7556581", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705548375.6103332, + "ss_training_started_at": 1705538262.755658, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "79940f36", "sshs_model_hash": "438ddf09a0a580a0795400122427a34005812bbfa9234ac29a494e7a0539d4f4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/darkgem-v1e4_th-1.63_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/darkgem-v1e4_th-1.63_spn_lora0.50_spn_ckpt0.50_size32.0.json index d085c438145fd3223f51ee80a83ab51b8eead9e1..0da397e86d69ea3794814179ba80a511050fba3d 100644 --- a/ponyxl_loras_shrunk/darkgem-v1e4_th-1.63_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/darkgem-v1e4_th-1.63_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.02985816369569343 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "96_darkgem": { "img_count": 50, "n_repeats": 96 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "300", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4800", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 300, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4800, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "3939813193", - "ss_session_id": "2415151879", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 3939813193, + "ss_session_id": 2415151879, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "96_darkgem": { "1boy": 33, @@ -558,14 +558,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705548375.6103332", - "ss_training_started_at": "1705538262.7556581", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705548375.6103332, + "ss_training_started_at": 1705538262.755658, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "79940f36", "sshs_model_hash": "438ddf09a0a580a0795400122427a34005812bbfa9234ac29a494e7a0539d4f4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/darkgem-v1e4_th-1.96_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/darkgem-v1e4_th-1.96_spn_ckpt1.00_size4.0.json index d085c438145fd3223f51ee80a83ab51b8eead9e1..0da397e86d69ea3794814179ba80a511050fba3d 100644 --- a/ponyxl_loras_shrunk/darkgem-v1e4_th-1.96_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/darkgem-v1e4_th-1.96_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.02985816369569343 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "96_darkgem": { "img_count": 50, "n_repeats": 96 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "300", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4800", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 300, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4800, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "3939813193", - "ss_session_id": "2415151879", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 3939813193, + "ss_session_id": 2415151879, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "96_darkgem": { "1boy": 33, @@ -558,14 +558,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705548375.6103332", - "ss_training_started_at": "1705538262.7556581", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705548375.6103332, + "ss_training_started_at": 1705538262.755658, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "79940f36", "sshs_model_hash": "438ddf09a0a580a0795400122427a34005812bbfa9234ac29a494e7a0539d4f4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/darkgem-v1e4_th-2.21_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/darkgem-v1e4_th-2.21_spn_ckpt1.00_size8.0.json index d085c438145fd3223f51ee80a83ab51b8eead9e1..0da397e86d69ea3794814179ba80a511050fba3d 100644 --- a/ponyxl_loras_shrunk/darkgem-v1e4_th-2.21_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/darkgem-v1e4_th-2.21_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.02985816369569343 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "96_darkgem": { "img_count": 50, "n_repeats": 96 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "300", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4800", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 300, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4800, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "3939813193", - "ss_session_id": "2415151879", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 3939813193, + "ss_session_id": 2415151879, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "96_darkgem": { "1boy": 33, @@ -558,14 +558,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705548375.6103332", - "ss_training_started_at": "1705538262.7556581", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705548375.6103332, + "ss_training_started_at": 1705538262.755658, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "79940f36", "sshs_model_hash": "438ddf09a0a580a0795400122427a34005812bbfa9234ac29a494e7a0539d4f4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/darkgem-v1e4_th-2.33_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/darkgem-v1e4_th-2.33_spn_ckpt1.00_size12.0.json index d085c438145fd3223f51ee80a83ab51b8eead9e1..0da397e86d69ea3794814179ba80a511050fba3d 100644 --- a/ponyxl_loras_shrunk/darkgem-v1e4_th-2.33_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/darkgem-v1e4_th-2.33_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.02985816369569343 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "96_darkgem": { "img_count": 50, "n_repeats": 96 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "300", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4800", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 300, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4800, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "3939813193", - "ss_session_id": "2415151879", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 3939813193, + "ss_session_id": 2415151879, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "96_darkgem": { "1boy": 33, @@ -558,14 +558,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705548375.6103332", - "ss_training_started_at": "1705538262.7556581", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705548375.6103332, + "ss_training_started_at": 1705538262.755658, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "79940f36", "sshs_model_hash": "438ddf09a0a580a0795400122427a34005812bbfa9234ac29a494e7a0539d4f4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/darkgem-v1e4_th-2.37_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/darkgem-v1e4_th-2.37_spn_ckpt1.00_size14.0.json index d085c438145fd3223f51ee80a83ab51b8eead9e1..0da397e86d69ea3794814179ba80a511050fba3d 100644 --- a/ponyxl_loras_shrunk/darkgem-v1e4_th-2.37_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/darkgem-v1e4_th-2.37_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.02985816369569343 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "96_darkgem": { "img_count": 50, "n_repeats": 96 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "300", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4800", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 300, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4800, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "3939813193", - "ss_session_id": "2415151879", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 3939813193, + "ss_session_id": 2415151879, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "96_darkgem": { "1boy": 33, @@ -558,14 +558,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705548375.6103332", - "ss_training_started_at": "1705538262.7556581", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705548375.6103332, + "ss_training_started_at": 1705538262.755658, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "79940f36", "sshs_model_hash": "438ddf09a0a580a0795400122427a34005812bbfa9234ac29a494e7a0539d4f4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/darkgem-v1e4_th-2.42_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/darkgem-v1e4_th-2.42_spn_ckpt1.00_size16.0.json index d085c438145fd3223f51ee80a83ab51b8eead9e1..0da397e86d69ea3794814179ba80a511050fba3d 100644 --- a/ponyxl_loras_shrunk/darkgem-v1e4_th-2.42_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/darkgem-v1e4_th-2.42_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.02985816369569343 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "96_darkgem": { "img_count": 50, "n_repeats": 96 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "300", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4800", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 300, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4800, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "3939813193", - "ss_session_id": "2415151879", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 3939813193, + "ss_session_id": 2415151879, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "96_darkgem": { "1boy": 33, @@ -558,14 +558,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705548375.6103332", - "ss_training_started_at": "1705538262.7556581", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705548375.6103332, + "ss_training_started_at": 1705538262.755658, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "79940f36", "sshs_model_hash": "438ddf09a0a580a0795400122427a34005812bbfa9234ac29a494e7a0539d4f4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/darkgem-v1e4_th-2.45_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/darkgem-v1e4_th-2.45_spn_ckpt1.00_size18.0.json index d085c438145fd3223f51ee80a83ab51b8eead9e1..0da397e86d69ea3794814179ba80a511050fba3d 100644 --- a/ponyxl_loras_shrunk/darkgem-v1e4_th-2.45_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/darkgem-v1e4_th-2.45_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.02985816369569343 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "96_darkgem": { "img_count": 50, "n_repeats": 96 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "300", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4800", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 300, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4800, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "3939813193", - "ss_session_id": "2415151879", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 3939813193, + "ss_session_id": 2415151879, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "96_darkgem": { "1boy": 33, @@ -558,14 +558,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705548375.6103332", - "ss_training_started_at": "1705538262.7556581", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705548375.6103332, + "ss_training_started_at": 1705538262.755658, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "79940f36", "sshs_model_hash": "438ddf09a0a580a0795400122427a34005812bbfa9234ac29a494e7a0539d4f4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/darkgem-v1e4_th-2.49_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/darkgem-v1e4_th-2.49_spn_ckpt1.00_size20.0.json index d085c438145fd3223f51ee80a83ab51b8eead9e1..0da397e86d69ea3794814179ba80a511050fba3d 100644 --- a/ponyxl_loras_shrunk/darkgem-v1e4_th-2.49_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/darkgem-v1e4_th-2.49_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.02985816369569343 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "96_darkgem": { "img_count": 50, "n_repeats": 96 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "300", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4800", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 300, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4800, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "3939813193", - "ss_session_id": "2415151879", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 3939813193, + "ss_session_id": 2415151879, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "96_darkgem": { "1boy": 33, @@ -558,14 +558,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705548375.6103332", - "ss_training_started_at": "1705538262.7556581", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705548375.6103332, + "ss_training_started_at": 1705538262.755658, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "79940f36", "sshs_model_hash": "438ddf09a0a580a0795400122427a34005812bbfa9234ac29a494e7a0539d4f4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/darkgem-v1e4_th-2.52_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/darkgem-v1e4_th-2.52_spn_ckpt1.00_size22.0.json index d085c438145fd3223f51ee80a83ab51b8eead9e1..0da397e86d69ea3794814179ba80a511050fba3d 100644 --- a/ponyxl_loras_shrunk/darkgem-v1e4_th-2.52_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/darkgem-v1e4_th-2.52_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.02985816369569343 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "96_darkgem": { "img_count": 50, "n_repeats": 96 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "300", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4800", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 300, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4800, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "3939813193", - "ss_session_id": "2415151879", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 3939813193, + "ss_session_id": 2415151879, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "96_darkgem": { "1boy": 33, @@ -558,14 +558,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705548375.6103332", - "ss_training_started_at": "1705538262.7556581", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705548375.6103332, + "ss_training_started_at": 1705538262.755658, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "79940f36", "sshs_model_hash": "438ddf09a0a580a0795400122427a34005812bbfa9234ac29a494e7a0539d4f4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/darkgem-v1e4_th-2.55_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/darkgem-v1e4_th-2.55_spn_ckpt1.00_size24.0.json index d085c438145fd3223f51ee80a83ab51b8eead9e1..0da397e86d69ea3794814179ba80a511050fba3d 100644 --- a/ponyxl_loras_shrunk/darkgem-v1e4_th-2.55_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/darkgem-v1e4_th-2.55_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.02985816369569343 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "96_darkgem": { "img_count": 50, "n_repeats": 96 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "300", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4800", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 300, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4800, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "3939813193", - "ss_session_id": "2415151879", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 3939813193, + "ss_session_id": 2415151879, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "96_darkgem": { "1boy": 33, @@ -558,14 +558,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705548375.6103332", - "ss_training_started_at": "1705538262.7556581", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705548375.6103332, + "ss_training_started_at": 1705538262.755658, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "79940f36", "sshs_model_hash": "438ddf09a0a580a0795400122427a34005812bbfa9234ac29a494e7a0539d4f4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/darkgem-v1e4_th-2.68_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/darkgem-v1e4_th-2.68_spn_ckpt1.00_size32.0.json index d085c438145fd3223f51ee80a83ab51b8eead9e1..0da397e86d69ea3794814179ba80a511050fba3d 100644 --- a/ponyxl_loras_shrunk/darkgem-v1e4_th-2.68_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/darkgem-v1e4_th-2.68_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.02985816369569343 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "96_darkgem": { "img_count": 50, "n_repeats": 96 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "300", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4800", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 300, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4800, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "3939813193", - "ss_session_id": "2415151879", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 3939813193, + "ss_session_id": 2415151879, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "96_darkgem": { "1boy": 33, @@ -558,14 +558,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705548375.6103332", - "ss_training_started_at": "1705538262.7556581", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705548375.6103332, + "ss_training_started_at": 1705538262.755658, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "79940f36", "sshs_model_hash": "438ddf09a0a580a0795400122427a34005812bbfa9234ac29a494e7a0539d4f4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/darkgem-v1e4_th-2.89_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/darkgem-v1e4_th-2.89_fro_ckpt1.00_size4.0.json index d085c438145fd3223f51ee80a83ab51b8eead9e1..0da397e86d69ea3794814179ba80a511050fba3d 100644 --- a/ponyxl_loras_shrunk/darkgem-v1e4_th-2.89_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/darkgem-v1e4_th-2.89_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.02985816369569343 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "96_darkgem": { "img_count": 50, "n_repeats": 96 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "300", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4800", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 300, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4800, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "3939813193", - "ss_session_id": "2415151879", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 3939813193, + "ss_session_id": 2415151879, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "96_darkgem": { "1boy": 33, @@ -558,14 +558,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705548375.6103332", - "ss_training_started_at": "1705538262.7556581", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705548375.6103332, + "ss_training_started_at": 1705538262.755658, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "79940f36", "sshs_model_hash": "438ddf09a0a580a0795400122427a34005812bbfa9234ac29a494e7a0539d4f4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/darkgem-v1e4_th-3.15_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/darkgem-v1e4_th-3.15_fro_ckpt1.00_size8.0.json index d085c438145fd3223f51ee80a83ab51b8eead9e1..0da397e86d69ea3794814179ba80a511050fba3d 100644 --- a/ponyxl_loras_shrunk/darkgem-v1e4_th-3.15_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/darkgem-v1e4_th-3.15_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.02985816369569343 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "96_darkgem": { "img_count": 50, "n_repeats": 96 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "300", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4800", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 300, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4800, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "3939813193", - "ss_session_id": "2415151879", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 3939813193, + "ss_session_id": 2415151879, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "96_darkgem": { "1boy": 33, @@ -558,14 +558,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705548375.6103332", - "ss_training_started_at": "1705538262.7556581", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705548375.6103332, + "ss_training_started_at": 1705538262.755658, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "79940f36", "sshs_model_hash": "438ddf09a0a580a0795400122427a34005812bbfa9234ac29a494e7a0539d4f4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/darkgem-v1e4_th-3.27_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/darkgem-v1e4_th-3.27_fro_ckpt1.00_size12.0.json index d085c438145fd3223f51ee80a83ab51b8eead9e1..0da397e86d69ea3794814179ba80a511050fba3d 100644 --- a/ponyxl_loras_shrunk/darkgem-v1e4_th-3.27_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/darkgem-v1e4_th-3.27_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.02985816369569343 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "96_darkgem": { "img_count": 50, "n_repeats": 96 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "300", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4800", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 300, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4800, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "3939813193", - "ss_session_id": "2415151879", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 3939813193, + "ss_session_id": 2415151879, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "96_darkgem": { "1boy": 33, @@ -558,14 +558,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705548375.6103332", - "ss_training_started_at": "1705538262.7556581", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705548375.6103332, + "ss_training_started_at": 1705538262.755658, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "79940f36", "sshs_model_hash": "438ddf09a0a580a0795400122427a34005812bbfa9234ac29a494e7a0539d4f4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/darkgem-v1e4_th-3.31_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/darkgem-v1e4_th-3.31_fro_ckpt1.00_size14.0.json index d085c438145fd3223f51ee80a83ab51b8eead9e1..0da397e86d69ea3794814179ba80a511050fba3d 100644 --- a/ponyxl_loras_shrunk/darkgem-v1e4_th-3.31_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/darkgem-v1e4_th-3.31_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.02985816369569343 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "96_darkgem": { "img_count": 50, "n_repeats": 96 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "300", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4800", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 300, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4800, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "3939813193", - "ss_session_id": "2415151879", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 3939813193, + "ss_session_id": 2415151879, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "96_darkgem": { "1boy": 33, @@ -558,14 +558,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705548375.6103332", - "ss_training_started_at": "1705538262.7556581", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705548375.6103332, + "ss_training_started_at": 1705538262.755658, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "79940f36", "sshs_model_hash": "438ddf09a0a580a0795400122427a34005812bbfa9234ac29a494e7a0539d4f4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/darkgem-v1e4_th-3.36_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/darkgem-v1e4_th-3.36_fro_ckpt1.00_size16.0.json index d085c438145fd3223f51ee80a83ab51b8eead9e1..0da397e86d69ea3794814179ba80a511050fba3d 100644 --- a/ponyxl_loras_shrunk/darkgem-v1e4_th-3.36_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/darkgem-v1e4_th-3.36_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.02985816369569343 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "96_darkgem": { "img_count": 50, "n_repeats": 96 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "300", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4800", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 300, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4800, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "3939813193", - "ss_session_id": "2415151879", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 3939813193, + "ss_session_id": 2415151879, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "96_darkgem": { "1boy": 33, @@ -558,14 +558,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705548375.6103332", - "ss_training_started_at": "1705538262.7556581", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705548375.6103332, + "ss_training_started_at": 1705538262.755658, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "79940f36", "sshs_model_hash": "438ddf09a0a580a0795400122427a34005812bbfa9234ac29a494e7a0539d4f4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/darkgem-v1e4_th-3.39_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/darkgem-v1e4_th-3.39_fro_ckpt1.00_size18.0.json index d085c438145fd3223f51ee80a83ab51b8eead9e1..0da397e86d69ea3794814179ba80a511050fba3d 100644 --- a/ponyxl_loras_shrunk/darkgem-v1e4_th-3.39_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/darkgem-v1e4_th-3.39_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.02985816369569343 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "96_darkgem": { "img_count": 50, "n_repeats": 96 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "300", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4800", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 300, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4800, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "3939813193", - "ss_session_id": "2415151879", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 3939813193, + "ss_session_id": 2415151879, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "96_darkgem": { "1boy": 33, @@ -558,14 +558,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705548375.6103332", - "ss_training_started_at": "1705538262.7556581", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705548375.6103332, + "ss_training_started_at": 1705538262.755658, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "79940f36", "sshs_model_hash": "438ddf09a0a580a0795400122427a34005812bbfa9234ac29a494e7a0539d4f4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/darkgem-v1e4_th-3.43_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/darkgem-v1e4_th-3.43_fro_ckpt1.00_size20.0.json index d085c438145fd3223f51ee80a83ab51b8eead9e1..0da397e86d69ea3794814179ba80a511050fba3d 100644 --- a/ponyxl_loras_shrunk/darkgem-v1e4_th-3.43_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/darkgem-v1e4_th-3.43_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.02985816369569343 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "96_darkgem": { "img_count": 50, "n_repeats": 96 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "300", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4800", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 300, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4800, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "3939813193", - "ss_session_id": "2415151879", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 3939813193, + "ss_session_id": 2415151879, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "96_darkgem": { "1boy": 33, @@ -558,14 +558,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705548375.6103332", - "ss_training_started_at": "1705538262.7556581", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705548375.6103332, + "ss_training_started_at": 1705538262.755658, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "79940f36", "sshs_model_hash": "438ddf09a0a580a0795400122427a34005812bbfa9234ac29a494e7a0539d4f4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/darkgem-v1e4_th-3.45_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/darkgem-v1e4_th-3.45_fro_ckpt1.00_size22.0.json index d085c438145fd3223f51ee80a83ab51b8eead9e1..0da397e86d69ea3794814179ba80a511050fba3d 100644 --- a/ponyxl_loras_shrunk/darkgem-v1e4_th-3.45_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/darkgem-v1e4_th-3.45_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.02985816369569343 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "96_darkgem": { "img_count": 50, "n_repeats": 96 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "300", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4800", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 300, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4800, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "3939813193", - "ss_session_id": "2415151879", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 3939813193, + "ss_session_id": 2415151879, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "96_darkgem": { "1boy": 33, @@ -558,14 +558,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705548375.6103332", - "ss_training_started_at": "1705538262.7556581", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705548375.6103332, + "ss_training_started_at": 1705538262.755658, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "79940f36", "sshs_model_hash": "438ddf09a0a580a0795400122427a34005812bbfa9234ac29a494e7a0539d4f4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/darkgem-v1e4_th-3.48_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/darkgem-v1e4_th-3.48_fro_ckpt1.00_size24.0.json index d085c438145fd3223f51ee80a83ab51b8eead9e1..0da397e86d69ea3794814179ba80a511050fba3d 100644 --- a/ponyxl_loras_shrunk/darkgem-v1e4_th-3.48_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/darkgem-v1e4_th-3.48_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.02985816369569343 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "96_darkgem": { "img_count": 50, "n_repeats": 96 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "300", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4800", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 300, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4800, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "3939813193", - "ss_session_id": "2415151879", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 3939813193, + "ss_session_id": 2415151879, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "96_darkgem": { "1boy": 33, @@ -558,14 +558,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705548375.6103332", - "ss_training_started_at": "1705538262.7556581", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705548375.6103332, + "ss_training_started_at": 1705538262.755658, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "79940f36", "sshs_model_hash": "438ddf09a0a580a0795400122427a34005812bbfa9234ac29a494e7a0539d4f4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/darkgem-v1e4_th-3.57_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/darkgem-v1e4_th-3.57_fro_ckpt1.00_size32.0.json index d085c438145fd3223f51ee80a83ab51b8eead9e1..0da397e86d69ea3794814179ba80a511050fba3d 100644 --- a/ponyxl_loras_shrunk/darkgem-v1e4_th-3.57_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/darkgem-v1e4_th-3.57_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.02985816369569343 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "96_darkgem": { "img_count": 50, "n_repeats": 96 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "300", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4800", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 300, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4800, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "3939813193", - "ss_session_id": "2415151879", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 3939813193, + "ss_session_id": 2415151879, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "96_darkgem": { "1boy": 33, @@ -558,14 +558,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705548375.6103332", - "ss_training_started_at": "1705538262.7556581", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705548375.6103332, + "ss_training_started_at": 1705538262.755658, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "79940f36", "sshs_model_hash": "438ddf09a0a580a0795400122427a34005812bbfa9234ac29a494e7a0539d4f4" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v1e350_th-0.94_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/dharrel-v1e350_th-0.94_spn_lora0.50_spn_ckpt0.50_size4.0.json index 7f3abb62fcc9aa7cda908fb8932177c1a1b51aa8..93ca218c0244c3fd6fc859b75241f1bb84286c5c 100644 --- a/ponyxl_loras_shrunk/dharrel-v1e350_th-0.94_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/dharrel-v1e350_th-0.94_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,13 +70,13 @@ }, "mean_img_ar_error": 0.02688920084632523 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, @@ -91,34 +91,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "350", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 350, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -134,30 +134,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "35", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 35, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1199866002", - "ss_session_id": "797579423", - "ss_shuffle_caption": "True", - "ss_steps": "350", + "ss_seed": 1199866002, + "ss_session_id": 797579423, + "ss_shuffle_caption": true, + "ss_steps": 350, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 17, @@ -838,14 +838,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713551682.1531966", - "ss_training_started_at": "1713543660.33329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713551682.1531966, + "ss_training_started_at": 1713543660.33329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0712a0ad", "sshs_model_hash": "c5fc071d6f9d05c32ead81b025ff87c5b45143d671132f46913f3e7e9f6d6a9e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v1e350_th-1.17_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/dharrel-v1e350_th-1.17_spn_lora0.50_spn_ckpt0.50_size8.0.json index 7f3abb62fcc9aa7cda908fb8932177c1a1b51aa8..93ca218c0244c3fd6fc859b75241f1bb84286c5c 100644 --- a/ponyxl_loras_shrunk/dharrel-v1e350_th-1.17_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/dharrel-v1e350_th-1.17_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,13 +70,13 @@ }, "mean_img_ar_error": 0.02688920084632523 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, @@ -91,34 +91,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "350", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 350, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -134,30 +134,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "35", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 35, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1199866002", - "ss_session_id": "797579423", - "ss_shuffle_caption": "True", - "ss_steps": "350", + "ss_seed": 1199866002, + "ss_session_id": 797579423, + "ss_shuffle_caption": true, + "ss_steps": 350, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 17, @@ -838,14 +838,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713551682.1531966", - "ss_training_started_at": "1713543660.33329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713551682.1531966, + "ss_training_started_at": 1713543660.33329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0712a0ad", "sshs_model_hash": "c5fc071d6f9d05c32ead81b025ff87c5b45143d671132f46913f3e7e9f6d6a9e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v1e350_th-1.27_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/dharrel-v1e350_th-1.27_spn_lora0.50_spn_ckpt0.50_size12.0.json index 7f3abb62fcc9aa7cda908fb8932177c1a1b51aa8..93ca218c0244c3fd6fc859b75241f1bb84286c5c 100644 --- a/ponyxl_loras_shrunk/dharrel-v1e350_th-1.27_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/dharrel-v1e350_th-1.27_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,13 +70,13 @@ }, "mean_img_ar_error": 0.02688920084632523 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, @@ -91,34 +91,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "350", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 350, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -134,30 +134,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "35", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 35, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1199866002", - "ss_session_id": "797579423", - "ss_shuffle_caption": "True", - "ss_steps": "350", + "ss_seed": 1199866002, + "ss_session_id": 797579423, + "ss_shuffle_caption": true, + "ss_steps": 350, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 17, @@ -838,14 +838,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713551682.1531966", - "ss_training_started_at": "1713543660.33329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713551682.1531966, + "ss_training_started_at": 1713543660.33329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0712a0ad", "sshs_model_hash": "c5fc071d6f9d05c32ead81b025ff87c5b45143d671132f46913f3e7e9f6d6a9e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v1e350_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/dharrel-v1e350_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json index 7f3abb62fcc9aa7cda908fb8932177c1a1b51aa8..93ca218c0244c3fd6fc859b75241f1bb84286c5c 100644 --- a/ponyxl_loras_shrunk/dharrel-v1e350_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/dharrel-v1e350_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,13 +70,13 @@ }, "mean_img_ar_error": 0.02688920084632523 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, @@ -91,34 +91,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "350", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 350, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -134,30 +134,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "35", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 35, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1199866002", - "ss_session_id": "797579423", - "ss_shuffle_caption": "True", - "ss_steps": "350", + "ss_seed": 1199866002, + "ss_session_id": 797579423, + "ss_shuffle_caption": true, + "ss_steps": 350, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 17, @@ -838,14 +838,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713551682.1531966", - "ss_training_started_at": "1713543660.33329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713551682.1531966, + "ss_training_started_at": 1713543660.33329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0712a0ad", "sshs_model_hash": "c5fc071d6f9d05c32ead81b025ff87c5b45143d671132f46913f3e7e9f6d6a9e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v1e350_th-1.55_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/dharrel-v1e350_th-1.55_spn_lora0.50_spn_ckpt0.50_size32.0.json index 7f3abb62fcc9aa7cda908fb8932177c1a1b51aa8..93ca218c0244c3fd6fc859b75241f1bb84286c5c 100644 --- a/ponyxl_loras_shrunk/dharrel-v1e350_th-1.55_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/dharrel-v1e350_th-1.55_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,13 +70,13 @@ }, "mean_img_ar_error": 0.02688920084632523 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, @@ -91,34 +91,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "350", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 350, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -134,30 +134,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "35", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 35, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1199866002", - "ss_session_id": "797579423", - "ss_shuffle_caption": "True", - "ss_steps": "350", + "ss_seed": 1199866002, + "ss_session_id": 797579423, + "ss_shuffle_caption": true, + "ss_steps": 350, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 17, @@ -838,14 +838,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713551682.1531966", - "ss_training_started_at": "1713543660.33329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713551682.1531966, + "ss_training_started_at": 1713543660.33329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0712a0ad", "sshs_model_hash": "c5fc071d6f9d05c32ead81b025ff87c5b45143d671132f46913f3e7e9f6d6a9e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v1e350_th-1.76_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/dharrel-v1e350_th-1.76_spn_ckpt1.00_size4.0.json index 7f3abb62fcc9aa7cda908fb8932177c1a1b51aa8..93ca218c0244c3fd6fc859b75241f1bb84286c5c 100644 --- a/ponyxl_loras_shrunk/dharrel-v1e350_th-1.76_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/dharrel-v1e350_th-1.76_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,13 +70,13 @@ }, "mean_img_ar_error": 0.02688920084632523 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, @@ -91,34 +91,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "350", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 350, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -134,30 +134,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "35", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 35, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1199866002", - "ss_session_id": "797579423", - "ss_shuffle_caption": "True", - "ss_steps": "350", + "ss_seed": 1199866002, + "ss_session_id": 797579423, + "ss_shuffle_caption": true, + "ss_steps": 350, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 17, @@ -838,14 +838,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713551682.1531966", - "ss_training_started_at": "1713543660.33329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713551682.1531966, + "ss_training_started_at": 1713543660.33329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0712a0ad", "sshs_model_hash": "c5fc071d6f9d05c32ead81b025ff87c5b45143d671132f46913f3e7e9f6d6a9e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v1e350_th-1.99_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/dharrel-v1e350_th-1.99_spn_ckpt1.00_size8.0.json index 7f3abb62fcc9aa7cda908fb8932177c1a1b51aa8..93ca218c0244c3fd6fc859b75241f1bb84286c5c 100644 --- a/ponyxl_loras_shrunk/dharrel-v1e350_th-1.99_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/dharrel-v1e350_th-1.99_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,13 +70,13 @@ }, "mean_img_ar_error": 0.02688920084632523 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, @@ -91,34 +91,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "350", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 350, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -134,30 +134,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "35", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 35, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1199866002", - "ss_session_id": "797579423", - "ss_shuffle_caption": "True", - "ss_steps": "350", + "ss_seed": 1199866002, + "ss_session_id": 797579423, + "ss_shuffle_caption": true, + "ss_steps": 350, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 17, @@ -838,14 +838,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713551682.1531966", - "ss_training_started_at": "1713543660.33329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713551682.1531966, + "ss_training_started_at": 1713543660.33329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0712a0ad", "sshs_model_hash": "c5fc071d6f9d05c32ead81b025ff87c5b45143d671132f46913f3e7e9f6d6a9e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v1e350_th-2.12_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/dharrel-v1e350_th-2.12_spn_ckpt1.00_size12.0.json index 7f3abb62fcc9aa7cda908fb8932177c1a1b51aa8..93ca218c0244c3fd6fc859b75241f1bb84286c5c 100644 --- a/ponyxl_loras_shrunk/dharrel-v1e350_th-2.12_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/dharrel-v1e350_th-2.12_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,13 +70,13 @@ }, "mean_img_ar_error": 0.02688920084632523 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, @@ -91,34 +91,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "350", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 350, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -134,30 +134,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "35", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 35, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1199866002", - "ss_session_id": "797579423", - "ss_shuffle_caption": "True", - "ss_steps": "350", + "ss_seed": 1199866002, + "ss_session_id": 797579423, + "ss_shuffle_caption": true, + "ss_steps": 350, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 17, @@ -838,14 +838,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713551682.1531966", - "ss_training_started_at": "1713543660.33329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713551682.1531966, + "ss_training_started_at": 1713543660.33329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0712a0ad", "sshs_model_hash": "c5fc071d6f9d05c32ead81b025ff87c5b45143d671132f46913f3e7e9f6d6a9e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v1e350_th-2.16_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/dharrel-v1e350_th-2.16_spn_ckpt1.00_size14.0.json index 7f3abb62fcc9aa7cda908fb8932177c1a1b51aa8..93ca218c0244c3fd6fc859b75241f1bb84286c5c 100644 --- a/ponyxl_loras_shrunk/dharrel-v1e350_th-2.16_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/dharrel-v1e350_th-2.16_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,13 +70,13 @@ }, "mean_img_ar_error": 0.02688920084632523 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, @@ -91,34 +91,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "350", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 350, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -134,30 +134,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "35", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 35, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1199866002", - "ss_session_id": "797579423", - "ss_shuffle_caption": "True", - "ss_steps": "350", + "ss_seed": 1199866002, + "ss_session_id": 797579423, + "ss_shuffle_caption": true, + "ss_steps": 350, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 17, @@ -838,14 +838,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713551682.1531966", - "ss_training_started_at": "1713543660.33329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713551682.1531966, + "ss_training_started_at": 1713543660.33329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0712a0ad", "sshs_model_hash": "c5fc071d6f9d05c32ead81b025ff87c5b45143d671132f46913f3e7e9f6d6a9e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v1e350_th-2.20_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/dharrel-v1e350_th-2.20_spn_ckpt1.00_size16.0.json index 7f3abb62fcc9aa7cda908fb8932177c1a1b51aa8..93ca218c0244c3fd6fc859b75241f1bb84286c5c 100644 --- a/ponyxl_loras_shrunk/dharrel-v1e350_th-2.20_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/dharrel-v1e350_th-2.20_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,13 +70,13 @@ }, "mean_img_ar_error": 0.02688920084632523 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, @@ -91,34 +91,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "350", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 350, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -134,30 +134,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "35", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 35, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1199866002", - "ss_session_id": "797579423", - "ss_shuffle_caption": "True", - "ss_steps": "350", + "ss_seed": 1199866002, + "ss_session_id": 797579423, + "ss_shuffle_caption": true, + "ss_steps": 350, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 17, @@ -838,14 +838,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713551682.1531966", - "ss_training_started_at": "1713543660.33329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713551682.1531966, + "ss_training_started_at": 1713543660.33329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0712a0ad", "sshs_model_hash": "c5fc071d6f9d05c32ead81b025ff87c5b45143d671132f46913f3e7e9f6d6a9e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v1e350_th-2.24_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/dharrel-v1e350_th-2.24_spn_ckpt1.00_size18.0.json index 7f3abb62fcc9aa7cda908fb8932177c1a1b51aa8..93ca218c0244c3fd6fc859b75241f1bb84286c5c 100644 --- a/ponyxl_loras_shrunk/dharrel-v1e350_th-2.24_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/dharrel-v1e350_th-2.24_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,13 +70,13 @@ }, "mean_img_ar_error": 0.02688920084632523 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, @@ -91,34 +91,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "350", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 350, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -134,30 +134,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "35", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 35, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1199866002", - "ss_session_id": "797579423", - "ss_shuffle_caption": "True", - "ss_steps": "350", + "ss_seed": 1199866002, + "ss_session_id": 797579423, + "ss_shuffle_caption": true, + "ss_steps": 350, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 17, @@ -838,14 +838,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713551682.1531966", - "ss_training_started_at": "1713543660.33329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713551682.1531966, + "ss_training_started_at": 1713543660.33329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0712a0ad", "sshs_model_hash": "c5fc071d6f9d05c32ead81b025ff87c5b45143d671132f46913f3e7e9f6d6a9e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v1e350_th-2.27_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/dharrel-v1e350_th-2.27_spn_ckpt1.00_size20.0.json index 7f3abb62fcc9aa7cda908fb8932177c1a1b51aa8..93ca218c0244c3fd6fc859b75241f1bb84286c5c 100644 --- a/ponyxl_loras_shrunk/dharrel-v1e350_th-2.27_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/dharrel-v1e350_th-2.27_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,13 +70,13 @@ }, "mean_img_ar_error": 0.02688920084632523 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, @@ -91,34 +91,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "350", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 350, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -134,30 +134,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "35", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 35, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1199866002", - "ss_session_id": "797579423", - "ss_shuffle_caption": "True", - "ss_steps": "350", + "ss_seed": 1199866002, + "ss_session_id": 797579423, + "ss_shuffle_caption": true, + "ss_steps": 350, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 17, @@ -838,14 +838,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713551682.1531966", - "ss_training_started_at": "1713543660.33329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713551682.1531966, + "ss_training_started_at": 1713543660.33329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0712a0ad", "sshs_model_hash": "c5fc071d6f9d05c32ead81b025ff87c5b45143d671132f46913f3e7e9f6d6a9e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v1e350_th-2.31_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/dharrel-v1e350_th-2.31_spn_ckpt1.00_size22.0.json index 7f3abb62fcc9aa7cda908fb8932177c1a1b51aa8..93ca218c0244c3fd6fc859b75241f1bb84286c5c 100644 --- a/ponyxl_loras_shrunk/dharrel-v1e350_th-2.31_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/dharrel-v1e350_th-2.31_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,13 +70,13 @@ }, "mean_img_ar_error": 0.02688920084632523 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, @@ -91,34 +91,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "350", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 350, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -134,30 +134,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "35", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 35, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1199866002", - "ss_session_id": "797579423", - "ss_shuffle_caption": "True", - "ss_steps": "350", + "ss_seed": 1199866002, + "ss_session_id": 797579423, + "ss_shuffle_caption": true, + "ss_steps": 350, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 17, @@ -838,14 +838,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713551682.1531966", - "ss_training_started_at": "1713543660.33329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713551682.1531966, + "ss_training_started_at": 1713543660.33329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0712a0ad", "sshs_model_hash": "c5fc071d6f9d05c32ead81b025ff87c5b45143d671132f46913f3e7e9f6d6a9e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v1e350_th-2.34_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/dharrel-v1e350_th-2.34_spn_ckpt1.00_size24.0.json index 7f3abb62fcc9aa7cda908fb8932177c1a1b51aa8..93ca218c0244c3fd6fc859b75241f1bb84286c5c 100644 --- a/ponyxl_loras_shrunk/dharrel-v1e350_th-2.34_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/dharrel-v1e350_th-2.34_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,13 +70,13 @@ }, "mean_img_ar_error": 0.02688920084632523 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, @@ -91,34 +91,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "350", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 350, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -134,30 +134,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "35", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 35, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1199866002", - "ss_session_id": "797579423", - "ss_shuffle_caption": "True", - "ss_steps": "350", + "ss_seed": 1199866002, + "ss_session_id": 797579423, + "ss_shuffle_caption": true, + "ss_steps": 350, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 17, @@ -838,14 +838,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713551682.1531966", - "ss_training_started_at": "1713543660.33329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713551682.1531966, + "ss_training_started_at": 1713543660.33329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0712a0ad", "sshs_model_hash": "c5fc071d6f9d05c32ead81b025ff87c5b45143d671132f46913f3e7e9f6d6a9e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v1e350_th-2.48_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/dharrel-v1e350_th-2.48_spn_ckpt1.00_size32.0.json index 7f3abb62fcc9aa7cda908fb8932177c1a1b51aa8..93ca218c0244c3fd6fc859b75241f1bb84286c5c 100644 --- a/ponyxl_loras_shrunk/dharrel-v1e350_th-2.48_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/dharrel-v1e350_th-2.48_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,13 +70,13 @@ }, "mean_img_ar_error": 0.02688920084632523 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, @@ -91,34 +91,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "350", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 350, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -134,30 +134,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "35", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 35, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1199866002", - "ss_session_id": "797579423", - "ss_shuffle_caption": "True", - "ss_steps": "350", + "ss_seed": 1199866002, + "ss_session_id": 797579423, + "ss_shuffle_caption": true, + "ss_steps": 350, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 17, @@ -838,14 +838,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713551682.1531966", - "ss_training_started_at": "1713543660.33329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713551682.1531966, + "ss_training_started_at": 1713543660.33329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0712a0ad", "sshs_model_hash": "c5fc071d6f9d05c32ead81b025ff87c5b45143d671132f46913f3e7e9f6d6a9e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v1e350_th-2.71_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/dharrel-v1e350_th-2.71_fro_ckpt1.00_size4.0.json index 7f3abb62fcc9aa7cda908fb8932177c1a1b51aa8..93ca218c0244c3fd6fc859b75241f1bb84286c5c 100644 --- a/ponyxl_loras_shrunk/dharrel-v1e350_th-2.71_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/dharrel-v1e350_th-2.71_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,13 +70,13 @@ }, "mean_img_ar_error": 0.02688920084632523 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, @@ -91,34 +91,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "350", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 350, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -134,30 +134,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "35", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 35, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1199866002", - "ss_session_id": "797579423", - "ss_shuffle_caption": "True", - "ss_steps": "350", + "ss_seed": 1199866002, + "ss_session_id": 797579423, + "ss_shuffle_caption": true, + "ss_steps": 350, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 17, @@ -838,14 +838,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713551682.1531966", - "ss_training_started_at": "1713543660.33329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713551682.1531966, + "ss_training_started_at": 1713543660.33329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0712a0ad", "sshs_model_hash": "c5fc071d6f9d05c32ead81b025ff87c5b45143d671132f46913f3e7e9f6d6a9e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v1e350_th-2.94_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/dharrel-v1e350_th-2.94_fro_ckpt1.00_size8.0.json index 7f3abb62fcc9aa7cda908fb8932177c1a1b51aa8..93ca218c0244c3fd6fc859b75241f1bb84286c5c 100644 --- a/ponyxl_loras_shrunk/dharrel-v1e350_th-2.94_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/dharrel-v1e350_th-2.94_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,13 +70,13 @@ }, "mean_img_ar_error": 0.02688920084632523 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, @@ -91,34 +91,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "350", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 350, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -134,30 +134,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "35", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 35, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1199866002", - "ss_session_id": "797579423", - "ss_shuffle_caption": "True", - "ss_steps": "350", + "ss_seed": 1199866002, + "ss_session_id": 797579423, + "ss_shuffle_caption": true, + "ss_steps": 350, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 17, @@ -838,14 +838,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713551682.1531966", - "ss_training_started_at": "1713543660.33329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713551682.1531966, + "ss_training_started_at": 1713543660.33329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0712a0ad", "sshs_model_hash": "c5fc071d6f9d05c32ead81b025ff87c5b45143d671132f46913f3e7e9f6d6a9e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v1e350_th-3.07_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/dharrel-v1e350_th-3.07_fro_ckpt1.00_size12.0.json index 7f3abb62fcc9aa7cda908fb8932177c1a1b51aa8..93ca218c0244c3fd6fc859b75241f1bb84286c5c 100644 --- a/ponyxl_loras_shrunk/dharrel-v1e350_th-3.07_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/dharrel-v1e350_th-3.07_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,13 +70,13 @@ }, "mean_img_ar_error": 0.02688920084632523 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, @@ -91,34 +91,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "350", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 350, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -134,30 +134,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "35", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 35, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1199866002", - "ss_session_id": "797579423", - "ss_shuffle_caption": "True", - "ss_steps": "350", + "ss_seed": 1199866002, + "ss_session_id": 797579423, + "ss_shuffle_caption": true, + "ss_steps": 350, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 17, @@ -838,14 +838,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713551682.1531966", - "ss_training_started_at": "1713543660.33329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713551682.1531966, + "ss_training_started_at": 1713543660.33329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0712a0ad", "sshs_model_hash": "c5fc071d6f9d05c32ead81b025ff87c5b45143d671132f46913f3e7e9f6d6a9e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v1e350_th-3.12_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/dharrel-v1e350_th-3.12_fro_ckpt1.00_size14.0.json index 7f3abb62fcc9aa7cda908fb8932177c1a1b51aa8..93ca218c0244c3fd6fc859b75241f1bb84286c5c 100644 --- a/ponyxl_loras_shrunk/dharrel-v1e350_th-3.12_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/dharrel-v1e350_th-3.12_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,13 +70,13 @@ }, "mean_img_ar_error": 0.02688920084632523 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, @@ -91,34 +91,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "350", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 350, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -134,30 +134,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "35", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 35, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1199866002", - "ss_session_id": "797579423", - "ss_shuffle_caption": "True", - "ss_steps": "350", + "ss_seed": 1199866002, + "ss_session_id": 797579423, + "ss_shuffle_caption": true, + "ss_steps": 350, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 17, @@ -838,14 +838,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713551682.1531966", - "ss_training_started_at": "1713543660.33329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713551682.1531966, + "ss_training_started_at": 1713543660.33329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0712a0ad", "sshs_model_hash": "c5fc071d6f9d05c32ead81b025ff87c5b45143d671132f46913f3e7e9f6d6a9e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v1e350_th-3.16_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/dharrel-v1e350_th-3.16_fro_ckpt1.00_size16.0.json index 7f3abb62fcc9aa7cda908fb8932177c1a1b51aa8..93ca218c0244c3fd6fc859b75241f1bb84286c5c 100644 --- a/ponyxl_loras_shrunk/dharrel-v1e350_th-3.16_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/dharrel-v1e350_th-3.16_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,13 +70,13 @@ }, "mean_img_ar_error": 0.02688920084632523 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, @@ -91,34 +91,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "350", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 350, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -134,30 +134,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "35", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 35, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1199866002", - "ss_session_id": "797579423", - "ss_shuffle_caption": "True", - "ss_steps": "350", + "ss_seed": 1199866002, + "ss_session_id": 797579423, + "ss_shuffle_caption": true, + "ss_steps": 350, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 17, @@ -838,14 +838,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713551682.1531966", - "ss_training_started_at": "1713543660.33329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713551682.1531966, + "ss_training_started_at": 1713543660.33329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0712a0ad", "sshs_model_hash": "c5fc071d6f9d05c32ead81b025ff87c5b45143d671132f46913f3e7e9f6d6a9e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v1e350_th-3.19_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/dharrel-v1e350_th-3.19_fro_ckpt1.00_size18.0.json index 7f3abb62fcc9aa7cda908fb8932177c1a1b51aa8..93ca218c0244c3fd6fc859b75241f1bb84286c5c 100644 --- a/ponyxl_loras_shrunk/dharrel-v1e350_th-3.19_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/dharrel-v1e350_th-3.19_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,13 +70,13 @@ }, "mean_img_ar_error": 0.02688920084632523 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, @@ -91,34 +91,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "350", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 350, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -134,30 +134,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "35", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 35, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1199866002", - "ss_session_id": "797579423", - "ss_shuffle_caption": "True", - "ss_steps": "350", + "ss_seed": 1199866002, + "ss_session_id": 797579423, + "ss_shuffle_caption": true, + "ss_steps": 350, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 17, @@ -838,14 +838,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713551682.1531966", - "ss_training_started_at": "1713543660.33329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713551682.1531966, + "ss_training_started_at": 1713543660.33329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0712a0ad", "sshs_model_hash": "c5fc071d6f9d05c32ead81b025ff87c5b45143d671132f46913f3e7e9f6d6a9e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v1e350_th-3.22_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/dharrel-v1e350_th-3.22_fro_ckpt1.00_size20.0.json index 7f3abb62fcc9aa7cda908fb8932177c1a1b51aa8..93ca218c0244c3fd6fc859b75241f1bb84286c5c 100644 --- a/ponyxl_loras_shrunk/dharrel-v1e350_th-3.22_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/dharrel-v1e350_th-3.22_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,13 +70,13 @@ }, "mean_img_ar_error": 0.02688920084632523 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, @@ -91,34 +91,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "350", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 350, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -134,30 +134,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "35", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 35, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1199866002", - "ss_session_id": "797579423", - "ss_shuffle_caption": "True", - "ss_steps": "350", + "ss_seed": 1199866002, + "ss_session_id": 797579423, + "ss_shuffle_caption": true, + "ss_steps": 350, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 17, @@ -838,14 +838,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713551682.1531966", - "ss_training_started_at": "1713543660.33329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713551682.1531966, + "ss_training_started_at": 1713543660.33329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0712a0ad", "sshs_model_hash": "c5fc071d6f9d05c32ead81b025ff87c5b45143d671132f46913f3e7e9f6d6a9e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v1e350_th-3.25_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/dharrel-v1e350_th-3.25_fro_ckpt1.00_size22.0.json index 7f3abb62fcc9aa7cda908fb8932177c1a1b51aa8..93ca218c0244c3fd6fc859b75241f1bb84286c5c 100644 --- a/ponyxl_loras_shrunk/dharrel-v1e350_th-3.25_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/dharrel-v1e350_th-3.25_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,13 +70,13 @@ }, "mean_img_ar_error": 0.02688920084632523 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, @@ -91,34 +91,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "350", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 350, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -134,30 +134,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "35", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 35, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1199866002", - "ss_session_id": "797579423", - "ss_shuffle_caption": "True", - "ss_steps": "350", + "ss_seed": 1199866002, + "ss_session_id": 797579423, + "ss_shuffle_caption": true, + "ss_steps": 350, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 17, @@ -838,14 +838,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713551682.1531966", - "ss_training_started_at": "1713543660.33329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713551682.1531966, + "ss_training_started_at": 1713543660.33329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0712a0ad", "sshs_model_hash": "c5fc071d6f9d05c32ead81b025ff87c5b45143d671132f46913f3e7e9f6d6a9e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v1e350_th-3.27_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/dharrel-v1e350_th-3.27_fro_ckpt1.00_size24.0.json index 7f3abb62fcc9aa7cda908fb8932177c1a1b51aa8..93ca218c0244c3fd6fc859b75241f1bb84286c5c 100644 --- a/ponyxl_loras_shrunk/dharrel-v1e350_th-3.27_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/dharrel-v1e350_th-3.27_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,13 +70,13 @@ }, "mean_img_ar_error": 0.02688920084632523 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, @@ -91,34 +91,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "350", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 350, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -134,30 +134,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "35", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 35, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1199866002", - "ss_session_id": "797579423", - "ss_shuffle_caption": "True", - "ss_steps": "350", + "ss_seed": 1199866002, + "ss_session_id": 797579423, + "ss_shuffle_caption": true, + "ss_steps": 350, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 17, @@ -838,14 +838,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713551682.1531966", - "ss_training_started_at": "1713543660.33329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713551682.1531966, + "ss_training_started_at": 1713543660.33329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0712a0ad", "sshs_model_hash": "c5fc071d6f9d05c32ead81b025ff87c5b45143d671132f46913f3e7e9f6d6a9e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v1e350_th-3.37_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/dharrel-v1e350_th-3.37_fro_ckpt1.00_size32.0.json index 7f3abb62fcc9aa7cda908fb8932177c1a1b51aa8..93ca218c0244c3fd6fc859b75241f1bb84286c5c 100644 --- a/ponyxl_loras_shrunk/dharrel-v1e350_th-3.37_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/dharrel-v1e350_th-3.37_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,13 +70,13 @@ }, "mean_img_ar_error": 0.02688920084632523 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, @@ -91,34 +91,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "350", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 350, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -134,30 +134,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "35", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 35, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1199866002", - "ss_session_id": "797579423", - "ss_shuffle_caption": "True", - "ss_steps": "350", + "ss_seed": 1199866002, + "ss_session_id": 797579423, + "ss_shuffle_caption": true, + "ss_steps": 350, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 17, @@ -838,14 +838,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713551682.1531966", - "ss_training_started_at": "1713543660.33329", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713551682.1531966, + "ss_training_started_at": 1713543660.33329, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0712a0ad", "sshs_model_hash": "c5fc071d6f9d05c32ead81b025ff87c5b45143d671132f46913f3e7e9f6d6a9e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v2e400_th-0.99_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/dharrel-v2e400_th-0.99_spn_lora0.50_spn_ckpt0.50_size4.0.json index e339736c923a6326e2bfa7cfd7cb2607e52ea0aa..9fae6591f47c6fb9c10da0fe8f376546664f765a 100644 --- a/ponyxl_loras_shrunk/dharrel-v2e400_th-0.99_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/dharrel-v2e400_th-0.99_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "jex", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.02541152263374483 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -98,30 +98,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "18", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 18, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "jex", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3909694996", - "ss_session_id": "2759309544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3909694996, + "ss_session_id": 2759309544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 18, @@ -212,14 +212,14 @@ "white fur": 10 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713622026.3548045", - "ss_training_started_at": "1713617391.303032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713622026.3548045, + "ss_training_started_at": 1713617391.303032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "27a4fb26", "sshs_model_hash": "548c5b4c979f8e37d92fca3306c33812c97fed13470fd912470bad0c4a6cb3e7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v2e400_th-1.21_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/dharrel-v2e400_th-1.21_spn_lora0.50_spn_ckpt0.50_size8.0.json index e339736c923a6326e2bfa7cfd7cb2607e52ea0aa..9fae6591f47c6fb9c10da0fe8f376546664f765a 100644 --- a/ponyxl_loras_shrunk/dharrel-v2e400_th-1.21_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/dharrel-v2e400_th-1.21_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "jex", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.02541152263374483 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -98,30 +98,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "18", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 18, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "jex", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3909694996", - "ss_session_id": "2759309544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3909694996, + "ss_session_id": 2759309544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 18, @@ -212,14 +212,14 @@ "white fur": 10 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713622026.3548045", - "ss_training_started_at": "1713617391.303032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713622026.3548045, + "ss_training_started_at": 1713617391.303032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "27a4fb26", "sshs_model_hash": "548c5b4c979f8e37d92fca3306c33812c97fed13470fd912470bad0c4a6cb3e7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v2e400_th-1.31_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/dharrel-v2e400_th-1.31_spn_lora0.50_spn_ckpt0.50_size12.0.json index e339736c923a6326e2bfa7cfd7cb2607e52ea0aa..9fae6591f47c6fb9c10da0fe8f376546664f765a 100644 --- a/ponyxl_loras_shrunk/dharrel-v2e400_th-1.31_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/dharrel-v2e400_th-1.31_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "jex", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.02541152263374483 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -98,30 +98,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "18", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 18, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "jex", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3909694996", - "ss_session_id": "2759309544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3909694996, + "ss_session_id": 2759309544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 18, @@ -212,14 +212,14 @@ "white fur": 10 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713622026.3548045", - "ss_training_started_at": "1713617391.303032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713622026.3548045, + "ss_training_started_at": 1713617391.303032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "27a4fb26", "sshs_model_hash": "548c5b4c979f8e37d92fca3306c33812c97fed13470fd912470bad0c4a6cb3e7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v2e400_th-1.50_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/dharrel-v2e400_th-1.50_spn_lora0.50_spn_ckpt0.50_size24.0.json index e339736c923a6326e2bfa7cfd7cb2607e52ea0aa..9fae6591f47c6fb9c10da0fe8f376546664f765a 100644 --- a/ponyxl_loras_shrunk/dharrel-v2e400_th-1.50_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/dharrel-v2e400_th-1.50_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "jex", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.02541152263374483 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -98,30 +98,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "18", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 18, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "jex", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3909694996", - "ss_session_id": "2759309544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3909694996, + "ss_session_id": 2759309544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 18, @@ -212,14 +212,14 @@ "white fur": 10 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713622026.3548045", - "ss_training_started_at": "1713617391.303032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713622026.3548045, + "ss_training_started_at": 1713617391.303032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "27a4fb26", "sshs_model_hash": "548c5b4c979f8e37d92fca3306c33812c97fed13470fd912470bad0c4a6cb3e7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v2e400_th-1.62_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/dharrel-v2e400_th-1.62_spn_lora0.50_spn_ckpt0.50_size32.0.json index e339736c923a6326e2bfa7cfd7cb2607e52ea0aa..9fae6591f47c6fb9c10da0fe8f376546664f765a 100644 --- a/ponyxl_loras_shrunk/dharrel-v2e400_th-1.62_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/dharrel-v2e400_th-1.62_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "jex", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.02541152263374483 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -98,30 +98,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "18", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 18, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "jex", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3909694996", - "ss_session_id": "2759309544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3909694996, + "ss_session_id": 2759309544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 18, @@ -212,14 +212,14 @@ "white fur": 10 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713622026.3548045", - "ss_training_started_at": "1713617391.303032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713622026.3548045, + "ss_training_started_at": 1713617391.303032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "27a4fb26", "sshs_model_hash": "548c5b4c979f8e37d92fca3306c33812c97fed13470fd912470bad0c4a6cb3e7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v2e400_th-1.86_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/dharrel-v2e400_th-1.86_spn_ckpt1.00_size4.0.json index e339736c923a6326e2bfa7cfd7cb2607e52ea0aa..9fae6591f47c6fb9c10da0fe8f376546664f765a 100644 --- a/ponyxl_loras_shrunk/dharrel-v2e400_th-1.86_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/dharrel-v2e400_th-1.86_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "jex", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.02541152263374483 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -98,30 +98,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "18", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 18, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "jex", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3909694996", - "ss_session_id": "2759309544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3909694996, + "ss_session_id": 2759309544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 18, @@ -212,14 +212,14 @@ "white fur": 10 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713622026.3548045", - "ss_training_started_at": "1713617391.303032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713622026.3548045, + "ss_training_started_at": 1713617391.303032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "27a4fb26", "sshs_model_hash": "548c5b4c979f8e37d92fca3306c33812c97fed13470fd912470bad0c4a6cb3e7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v2e400_th-2.09_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/dharrel-v2e400_th-2.09_spn_ckpt1.00_size8.0.json index e339736c923a6326e2bfa7cfd7cb2607e52ea0aa..9fae6591f47c6fb9c10da0fe8f376546664f765a 100644 --- a/ponyxl_loras_shrunk/dharrel-v2e400_th-2.09_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/dharrel-v2e400_th-2.09_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "jex", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.02541152263374483 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -98,30 +98,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "18", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 18, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "jex", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3909694996", - "ss_session_id": "2759309544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3909694996, + "ss_session_id": 2759309544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 18, @@ -212,14 +212,14 @@ "white fur": 10 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713622026.3548045", - "ss_training_started_at": "1713617391.303032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713622026.3548045, + "ss_training_started_at": 1713617391.303032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "27a4fb26", "sshs_model_hash": "548c5b4c979f8e37d92fca3306c33812c97fed13470fd912470bad0c4a6cb3e7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v2e400_th-2.22_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/dharrel-v2e400_th-2.22_spn_ckpt1.00_size12.0.json index e339736c923a6326e2bfa7cfd7cb2607e52ea0aa..9fae6591f47c6fb9c10da0fe8f376546664f765a 100644 --- a/ponyxl_loras_shrunk/dharrel-v2e400_th-2.22_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/dharrel-v2e400_th-2.22_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "jex", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.02541152263374483 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -98,30 +98,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "18", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 18, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "jex", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3909694996", - "ss_session_id": "2759309544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3909694996, + "ss_session_id": 2759309544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 18, @@ -212,14 +212,14 @@ "white fur": 10 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713622026.3548045", - "ss_training_started_at": "1713617391.303032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713622026.3548045, + "ss_training_started_at": 1713617391.303032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "27a4fb26", "sshs_model_hash": "548c5b4c979f8e37d92fca3306c33812c97fed13470fd912470bad0c4a6cb3e7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v2e400_th-2.27_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/dharrel-v2e400_th-2.27_spn_ckpt1.00_size14.0.json index e339736c923a6326e2bfa7cfd7cb2607e52ea0aa..9fae6591f47c6fb9c10da0fe8f376546664f765a 100644 --- a/ponyxl_loras_shrunk/dharrel-v2e400_th-2.27_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/dharrel-v2e400_th-2.27_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "jex", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.02541152263374483 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -98,30 +98,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "18", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 18, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "jex", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3909694996", - "ss_session_id": "2759309544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3909694996, + "ss_session_id": 2759309544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 18, @@ -212,14 +212,14 @@ "white fur": 10 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713622026.3548045", - "ss_training_started_at": "1713617391.303032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713622026.3548045, + "ss_training_started_at": 1713617391.303032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "27a4fb26", "sshs_model_hash": "548c5b4c979f8e37d92fca3306c33812c97fed13470fd912470bad0c4a6cb3e7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v2e400_th-2.31_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/dharrel-v2e400_th-2.31_spn_ckpt1.00_size16.0.json index e339736c923a6326e2bfa7cfd7cb2607e52ea0aa..9fae6591f47c6fb9c10da0fe8f376546664f765a 100644 --- a/ponyxl_loras_shrunk/dharrel-v2e400_th-2.31_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/dharrel-v2e400_th-2.31_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "jex", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.02541152263374483 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -98,30 +98,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "18", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 18, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "jex", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3909694996", - "ss_session_id": "2759309544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3909694996, + "ss_session_id": 2759309544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 18, @@ -212,14 +212,14 @@ "white fur": 10 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713622026.3548045", - "ss_training_started_at": "1713617391.303032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713622026.3548045, + "ss_training_started_at": 1713617391.303032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "27a4fb26", "sshs_model_hash": "548c5b4c979f8e37d92fca3306c33812c97fed13470fd912470bad0c4a6cb3e7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v2e400_th-2.35_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/dharrel-v2e400_th-2.35_spn_ckpt1.00_size18.0.json index e339736c923a6326e2bfa7cfd7cb2607e52ea0aa..9fae6591f47c6fb9c10da0fe8f376546664f765a 100644 --- a/ponyxl_loras_shrunk/dharrel-v2e400_th-2.35_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/dharrel-v2e400_th-2.35_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "jex", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.02541152263374483 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -98,30 +98,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "18", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 18, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "jex", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3909694996", - "ss_session_id": "2759309544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3909694996, + "ss_session_id": 2759309544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 18, @@ -212,14 +212,14 @@ "white fur": 10 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713622026.3548045", - "ss_training_started_at": "1713617391.303032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713622026.3548045, + "ss_training_started_at": 1713617391.303032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "27a4fb26", "sshs_model_hash": "548c5b4c979f8e37d92fca3306c33812c97fed13470fd912470bad0c4a6cb3e7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v2e400_th-2.39_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/dharrel-v2e400_th-2.39_spn_ckpt1.00_size20.0.json index e339736c923a6326e2bfa7cfd7cb2607e52ea0aa..9fae6591f47c6fb9c10da0fe8f376546664f765a 100644 --- a/ponyxl_loras_shrunk/dharrel-v2e400_th-2.39_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/dharrel-v2e400_th-2.39_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "jex", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.02541152263374483 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -98,30 +98,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "18", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 18, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "jex", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3909694996", - "ss_session_id": "2759309544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3909694996, + "ss_session_id": 2759309544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 18, @@ -212,14 +212,14 @@ "white fur": 10 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713622026.3548045", - "ss_training_started_at": "1713617391.303032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713622026.3548045, + "ss_training_started_at": 1713617391.303032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "27a4fb26", "sshs_model_hash": "548c5b4c979f8e37d92fca3306c33812c97fed13470fd912470bad0c4a6cb3e7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v2e400_th-2.42_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/dharrel-v2e400_th-2.42_spn_ckpt1.00_size22.0.json index e339736c923a6326e2bfa7cfd7cb2607e52ea0aa..9fae6591f47c6fb9c10da0fe8f376546664f765a 100644 --- a/ponyxl_loras_shrunk/dharrel-v2e400_th-2.42_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/dharrel-v2e400_th-2.42_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "jex", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.02541152263374483 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -98,30 +98,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "18", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 18, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "jex", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3909694996", - "ss_session_id": "2759309544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3909694996, + "ss_session_id": 2759309544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 18, @@ -212,14 +212,14 @@ "white fur": 10 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713622026.3548045", - "ss_training_started_at": "1713617391.303032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713622026.3548045, + "ss_training_started_at": 1713617391.303032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "27a4fb26", "sshs_model_hash": "548c5b4c979f8e37d92fca3306c33812c97fed13470fd912470bad0c4a6cb3e7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v2e400_th-2.45_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/dharrel-v2e400_th-2.45_spn_ckpt1.00_size24.0.json index e339736c923a6326e2bfa7cfd7cb2607e52ea0aa..9fae6591f47c6fb9c10da0fe8f376546664f765a 100644 --- a/ponyxl_loras_shrunk/dharrel-v2e400_th-2.45_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/dharrel-v2e400_th-2.45_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "jex", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.02541152263374483 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -98,30 +98,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "18", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 18, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "jex", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3909694996", - "ss_session_id": "2759309544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3909694996, + "ss_session_id": 2759309544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 18, @@ -212,14 +212,14 @@ "white fur": 10 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713622026.3548045", - "ss_training_started_at": "1713617391.303032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713622026.3548045, + "ss_training_started_at": 1713617391.303032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "27a4fb26", "sshs_model_hash": "548c5b4c979f8e37d92fca3306c33812c97fed13470fd912470bad0c4a6cb3e7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v2e400_th-2.60_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/dharrel-v2e400_th-2.60_spn_ckpt1.00_size32.0.json index e339736c923a6326e2bfa7cfd7cb2607e52ea0aa..9fae6591f47c6fb9c10da0fe8f376546664f765a 100644 --- a/ponyxl_loras_shrunk/dharrel-v2e400_th-2.60_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/dharrel-v2e400_th-2.60_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "jex", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.02541152263374483 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -98,30 +98,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "18", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 18, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "jex", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3909694996", - "ss_session_id": "2759309544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3909694996, + "ss_session_id": 2759309544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 18, @@ -212,14 +212,14 @@ "white fur": 10 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713622026.3548045", - "ss_training_started_at": "1713617391.303032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713622026.3548045, + "ss_training_started_at": 1713617391.303032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "27a4fb26", "sshs_model_hash": "548c5b4c979f8e37d92fca3306c33812c97fed13470fd912470bad0c4a6cb3e7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v2e400_th-2.80_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/dharrel-v2e400_th-2.80_fro_ckpt1.00_size4.0.json index e339736c923a6326e2bfa7cfd7cb2607e52ea0aa..9fae6591f47c6fb9c10da0fe8f376546664f765a 100644 --- a/ponyxl_loras_shrunk/dharrel-v2e400_th-2.80_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/dharrel-v2e400_th-2.80_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "jex", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.02541152263374483 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -98,30 +98,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "18", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 18, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "jex", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3909694996", - "ss_session_id": "2759309544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3909694996, + "ss_session_id": 2759309544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 18, @@ -212,14 +212,14 @@ "white fur": 10 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713622026.3548045", - "ss_training_started_at": "1713617391.303032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713622026.3548045, + "ss_training_started_at": 1713617391.303032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "27a4fb26", "sshs_model_hash": "548c5b4c979f8e37d92fca3306c33812c97fed13470fd912470bad0c4a6cb3e7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v2e400_th-3.04_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/dharrel-v2e400_th-3.04_fro_ckpt1.00_size8.0.json index e339736c923a6326e2bfa7cfd7cb2607e52ea0aa..9fae6591f47c6fb9c10da0fe8f376546664f765a 100644 --- a/ponyxl_loras_shrunk/dharrel-v2e400_th-3.04_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/dharrel-v2e400_th-3.04_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "jex", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.02541152263374483 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -98,30 +98,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "18", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 18, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "jex", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3909694996", - "ss_session_id": "2759309544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3909694996, + "ss_session_id": 2759309544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 18, @@ -212,14 +212,14 @@ "white fur": 10 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713622026.3548045", - "ss_training_started_at": "1713617391.303032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713622026.3548045, + "ss_training_started_at": 1713617391.303032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "27a4fb26", "sshs_model_hash": "548c5b4c979f8e37d92fca3306c33812c97fed13470fd912470bad0c4a6cb3e7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v2e400_th-3.17_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/dharrel-v2e400_th-3.17_fro_ckpt1.00_size12.0.json index e339736c923a6326e2bfa7cfd7cb2607e52ea0aa..9fae6591f47c6fb9c10da0fe8f376546664f765a 100644 --- a/ponyxl_loras_shrunk/dharrel-v2e400_th-3.17_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/dharrel-v2e400_th-3.17_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "jex", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.02541152263374483 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -98,30 +98,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "18", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 18, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "jex", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3909694996", - "ss_session_id": "2759309544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3909694996, + "ss_session_id": 2759309544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 18, @@ -212,14 +212,14 @@ "white fur": 10 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713622026.3548045", - "ss_training_started_at": "1713617391.303032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713622026.3548045, + "ss_training_started_at": 1713617391.303032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "27a4fb26", "sshs_model_hash": "548c5b4c979f8e37d92fca3306c33812c97fed13470fd912470bad0c4a6cb3e7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v2e400_th-3.22_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/dharrel-v2e400_th-3.22_fro_ckpt1.00_size14.0.json index e339736c923a6326e2bfa7cfd7cb2607e52ea0aa..9fae6591f47c6fb9c10da0fe8f376546664f765a 100644 --- a/ponyxl_loras_shrunk/dharrel-v2e400_th-3.22_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/dharrel-v2e400_th-3.22_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "jex", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.02541152263374483 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -98,30 +98,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "18", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 18, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "jex", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3909694996", - "ss_session_id": "2759309544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3909694996, + "ss_session_id": 2759309544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 18, @@ -212,14 +212,14 @@ "white fur": 10 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713622026.3548045", - "ss_training_started_at": "1713617391.303032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713622026.3548045, + "ss_training_started_at": 1713617391.303032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "27a4fb26", "sshs_model_hash": "548c5b4c979f8e37d92fca3306c33812c97fed13470fd912470bad0c4a6cb3e7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v2e400_th-3.26_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/dharrel-v2e400_th-3.26_fro_ckpt1.00_size16.0.json index e339736c923a6326e2bfa7cfd7cb2607e52ea0aa..9fae6591f47c6fb9c10da0fe8f376546664f765a 100644 --- a/ponyxl_loras_shrunk/dharrel-v2e400_th-3.26_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/dharrel-v2e400_th-3.26_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "jex", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.02541152263374483 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -98,30 +98,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "18", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 18, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "jex", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3909694996", - "ss_session_id": "2759309544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3909694996, + "ss_session_id": 2759309544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 18, @@ -212,14 +212,14 @@ "white fur": 10 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713622026.3548045", - "ss_training_started_at": "1713617391.303032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713622026.3548045, + "ss_training_started_at": 1713617391.303032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "27a4fb26", "sshs_model_hash": "548c5b4c979f8e37d92fca3306c33812c97fed13470fd912470bad0c4a6cb3e7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v2e400_th-3.30_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/dharrel-v2e400_th-3.30_fro_ckpt1.00_size18.0.json index e339736c923a6326e2bfa7cfd7cb2607e52ea0aa..9fae6591f47c6fb9c10da0fe8f376546664f765a 100644 --- a/ponyxl_loras_shrunk/dharrel-v2e400_th-3.30_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/dharrel-v2e400_th-3.30_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "jex", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.02541152263374483 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -98,30 +98,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "18", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 18, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "jex", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3909694996", - "ss_session_id": "2759309544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3909694996, + "ss_session_id": 2759309544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 18, @@ -212,14 +212,14 @@ "white fur": 10 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713622026.3548045", - "ss_training_started_at": "1713617391.303032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713622026.3548045, + "ss_training_started_at": 1713617391.303032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "27a4fb26", "sshs_model_hash": "548c5b4c979f8e37d92fca3306c33812c97fed13470fd912470bad0c4a6cb3e7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v2e400_th-3.33_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/dharrel-v2e400_th-3.33_fro_ckpt1.00_size20.0.json index e339736c923a6326e2bfa7cfd7cb2607e52ea0aa..9fae6591f47c6fb9c10da0fe8f376546664f765a 100644 --- a/ponyxl_loras_shrunk/dharrel-v2e400_th-3.33_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/dharrel-v2e400_th-3.33_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "jex", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.02541152263374483 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -98,30 +98,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "18", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 18, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "jex", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3909694996", - "ss_session_id": "2759309544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3909694996, + "ss_session_id": 2759309544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 18, @@ -212,14 +212,14 @@ "white fur": 10 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713622026.3548045", - "ss_training_started_at": "1713617391.303032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713622026.3548045, + "ss_training_started_at": 1713617391.303032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "27a4fb26", "sshs_model_hash": "548c5b4c979f8e37d92fca3306c33812c97fed13470fd912470bad0c4a6cb3e7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v2e400_th-3.36_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/dharrel-v2e400_th-3.36_fro_ckpt1.00_size22.0.json index e339736c923a6326e2bfa7cfd7cb2607e52ea0aa..9fae6591f47c6fb9c10da0fe8f376546664f765a 100644 --- a/ponyxl_loras_shrunk/dharrel-v2e400_th-3.36_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/dharrel-v2e400_th-3.36_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "jex", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.02541152263374483 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -98,30 +98,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "18", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 18, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "jex", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3909694996", - "ss_session_id": "2759309544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3909694996, + "ss_session_id": 2759309544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 18, @@ -212,14 +212,14 @@ "white fur": 10 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713622026.3548045", - "ss_training_started_at": "1713617391.303032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713622026.3548045, + "ss_training_started_at": 1713617391.303032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "27a4fb26", "sshs_model_hash": "548c5b4c979f8e37d92fca3306c33812c97fed13470fd912470bad0c4a6cb3e7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v2e400_th-3.39_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/dharrel-v2e400_th-3.39_fro_ckpt1.00_size24.0.json index e339736c923a6326e2bfa7cfd7cb2607e52ea0aa..9fae6591f47c6fb9c10da0fe8f376546664f765a 100644 --- a/ponyxl_loras_shrunk/dharrel-v2e400_th-3.39_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/dharrel-v2e400_th-3.39_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "jex", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.02541152263374483 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -98,30 +98,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "18", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 18, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "jex", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3909694996", - "ss_session_id": "2759309544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3909694996, + "ss_session_id": 2759309544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 18, @@ -212,14 +212,14 @@ "white fur": 10 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713622026.3548045", - "ss_training_started_at": "1713617391.303032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713622026.3548045, + "ss_training_started_at": 1713617391.303032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "27a4fb26", "sshs_model_hash": "548c5b4c979f8e37d92fca3306c33812c97fed13470fd912470bad0c4a6cb3e7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/dharrel-v2e400_th-3.50_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/dharrel-v2e400_th-3.50_fro_ckpt1.00_size32.0.json index e339736c923a6326e2bfa7cfd7cb2607e52ea0aa..9fae6591f47c6fb9c10da0fe8f376546664f765a 100644 --- a/ponyxl_loras_shrunk/dharrel-v2e400_th-3.50_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/dharrel-v2e400_th-3.50_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "jex", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.02541152263374483 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_dharrel": { "img_count": 18, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -98,30 +98,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "18", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 18, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "jex", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3909694996", - "ss_session_id": "2759309544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3909694996, + "ss_session_id": 2759309544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 18, @@ -212,14 +212,14 @@ "white fur": 10 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713622026.3548045", - "ss_training_started_at": "1713617391.303032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713622026.3548045, + "ss_training_started_at": 1713617391.303032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "27a4fb26", "sshs_model_hash": "548c5b4c979f8e37d92fca3306c33812c97fed13470fd912470bad0c4a6cb3e7" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-0.93_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-0.93_spn_lora0.50_spn_ckpt0.50_size4.0.json index d7c94d092b3b212720496d6435e27c805c116521..3f055b46ed0ec0769d312d8f0f7fd08e68a96698 100644 --- a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-0.93_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-0.93_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "yum", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.024833785292768997 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_forefront-foot_perspective": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -125,30 +125,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "yum", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "797239416", - "ss_session_id": "2011836489", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 797239416, + "ss_session_id": 2011836489, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_forefront-foot_perspective": { "3 fingers": 2, @@ -581,14 +581,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715284132.4780843", - "ss_training_started_at": "1715277000.600498", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715284132.4780843, + "ss_training_started_at": 1715277000.600498, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "5063d970", "sshs_model_hash": "916fa75266ec0df3ed9c49952af8318ddbd5106264278cca17c1b6c913800c56" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-1.16_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-1.16_spn_lora0.50_spn_ckpt0.50_size8.0.json index d7c94d092b3b212720496d6435e27c805c116521..3f055b46ed0ec0769d312d8f0f7fd08e68a96698 100644 --- a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-1.16_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-1.16_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "yum", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.024833785292768997 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_forefront-foot_perspective": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -125,30 +125,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "yum", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "797239416", - "ss_session_id": "2011836489", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 797239416, + "ss_session_id": 2011836489, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_forefront-foot_perspective": { "3 fingers": 2, @@ -581,14 +581,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715284132.4780843", - "ss_training_started_at": "1715277000.600498", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715284132.4780843, + "ss_training_started_at": 1715277000.600498, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "5063d970", "sshs_model_hash": "916fa75266ec0df3ed9c49952af8318ddbd5106264278cca17c1b6c913800c56" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-1.27_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-1.27_spn_lora0.50_spn_ckpt0.50_size12.0.json index d7c94d092b3b212720496d6435e27c805c116521..3f055b46ed0ec0769d312d8f0f7fd08e68a96698 100644 --- a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-1.27_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-1.27_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "yum", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.024833785292768997 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_forefront-foot_perspective": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -125,30 +125,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "yum", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "797239416", - "ss_session_id": "2011836489", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 797239416, + "ss_session_id": 2011836489, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_forefront-foot_perspective": { "3 fingers": 2, @@ -581,14 +581,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715284132.4780843", - "ss_training_started_at": "1715277000.600498", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715284132.4780843, + "ss_training_started_at": 1715277000.600498, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "5063d970", "sshs_model_hash": "916fa75266ec0df3ed9c49952af8318ddbd5106264278cca17c1b6c913800c56" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-1.46_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-1.46_spn_lora0.50_spn_ckpt0.50_size24.0.json index d7c94d092b3b212720496d6435e27c805c116521..3f055b46ed0ec0769d312d8f0f7fd08e68a96698 100644 --- a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-1.46_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-1.46_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "yum", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.024833785292768997 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_forefront-foot_perspective": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -125,30 +125,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "yum", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "797239416", - "ss_session_id": "2011836489", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 797239416, + "ss_session_id": 2011836489, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_forefront-foot_perspective": { "3 fingers": 2, @@ -581,14 +581,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715284132.4780843", - "ss_training_started_at": "1715277000.600498", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715284132.4780843, + "ss_training_started_at": 1715277000.600498, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "5063d970", "sshs_model_hash": "916fa75266ec0df3ed9c49952af8318ddbd5106264278cca17c1b6c913800c56" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-1.58_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-1.58_spn_lora0.50_spn_ckpt0.50_size32.0.json index d7c94d092b3b212720496d6435e27c805c116521..3f055b46ed0ec0769d312d8f0f7fd08e68a96698 100644 --- a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-1.58_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-1.58_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "yum", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.024833785292768997 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_forefront-foot_perspective": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -125,30 +125,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "yum", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "797239416", - "ss_session_id": "2011836489", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 797239416, + "ss_session_id": 2011836489, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_forefront-foot_perspective": { "3 fingers": 2, @@ -581,14 +581,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715284132.4780843", - "ss_training_started_at": "1715277000.600498", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715284132.4780843, + "ss_training_started_at": 1715277000.600498, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "5063d970", "sshs_model_hash": "916fa75266ec0df3ed9c49952af8318ddbd5106264278cca17c1b6c913800c56" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-1.76_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-1.76_spn_ckpt1.00_size4.0.json index d7c94d092b3b212720496d6435e27c805c116521..3f055b46ed0ec0769d312d8f0f7fd08e68a96698 100644 --- a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-1.76_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-1.76_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "yum", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.024833785292768997 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_forefront-foot_perspective": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -125,30 +125,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "yum", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "797239416", - "ss_session_id": "2011836489", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 797239416, + "ss_session_id": 2011836489, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_forefront-foot_perspective": { "3 fingers": 2, @@ -581,14 +581,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715284132.4780843", - "ss_training_started_at": "1715277000.600498", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715284132.4780843, + "ss_training_started_at": 1715277000.600498, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "5063d970", "sshs_model_hash": "916fa75266ec0df3ed9c49952af8318ddbd5106264278cca17c1b6c913800c56" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.02_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.02_spn_ckpt1.00_size8.0.json index d7c94d092b3b212720496d6435e27c805c116521..3f055b46ed0ec0769d312d8f0f7fd08e68a96698 100644 --- a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.02_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.02_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "yum", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.024833785292768997 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_forefront-foot_perspective": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -125,30 +125,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "yum", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "797239416", - "ss_session_id": "2011836489", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 797239416, + "ss_session_id": 2011836489, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_forefront-foot_perspective": { "3 fingers": 2, @@ -581,14 +581,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715284132.4780843", - "ss_training_started_at": "1715277000.600498", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715284132.4780843, + "ss_training_started_at": 1715277000.600498, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "5063d970", "sshs_model_hash": "916fa75266ec0df3ed9c49952af8318ddbd5106264278cca17c1b6c913800c56" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.14_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.14_spn_ckpt1.00_size12.0.json index d7c94d092b3b212720496d6435e27c805c116521..3f055b46ed0ec0769d312d8f0f7fd08e68a96698 100644 --- a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.14_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.14_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "yum", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.024833785292768997 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_forefront-foot_perspective": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -125,30 +125,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "yum", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "797239416", - "ss_session_id": "2011836489", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 797239416, + "ss_session_id": 2011836489, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_forefront-foot_perspective": { "3 fingers": 2, @@ -581,14 +581,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715284132.4780843", - "ss_training_started_at": "1715277000.600498", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715284132.4780843, + "ss_training_started_at": 1715277000.600498, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "5063d970", "sshs_model_hash": "916fa75266ec0df3ed9c49952af8318ddbd5106264278cca17c1b6c913800c56" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.19_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.19_spn_ckpt1.00_size14.0.json index d7c94d092b3b212720496d6435e27c805c116521..3f055b46ed0ec0769d312d8f0f7fd08e68a96698 100644 --- a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.19_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.19_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "yum", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.024833785292768997 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_forefront-foot_perspective": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -125,30 +125,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "yum", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "797239416", - "ss_session_id": "2011836489", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 797239416, + "ss_session_id": 2011836489, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_forefront-foot_perspective": { "3 fingers": 2, @@ -581,14 +581,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715284132.4780843", - "ss_training_started_at": "1715277000.600498", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715284132.4780843, + "ss_training_started_at": 1715277000.600498, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "5063d970", "sshs_model_hash": "916fa75266ec0df3ed9c49952af8318ddbd5106264278cca17c1b6c913800c56" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.23_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.23_spn_ckpt1.00_size16.0.json index d7c94d092b3b212720496d6435e27c805c116521..3f055b46ed0ec0769d312d8f0f7fd08e68a96698 100644 --- a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.23_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.23_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "yum", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.024833785292768997 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_forefront-foot_perspective": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -125,30 +125,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "yum", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "797239416", - "ss_session_id": "2011836489", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 797239416, + "ss_session_id": 2011836489, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_forefront-foot_perspective": { "3 fingers": 2, @@ -581,14 +581,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715284132.4780843", - "ss_training_started_at": "1715277000.600498", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715284132.4780843, + "ss_training_started_at": 1715277000.600498, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "5063d970", "sshs_model_hash": "916fa75266ec0df3ed9c49952af8318ddbd5106264278cca17c1b6c913800c56" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.26_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.26_spn_ckpt1.00_size18.0.json index d7c94d092b3b212720496d6435e27c805c116521..3f055b46ed0ec0769d312d8f0f7fd08e68a96698 100644 --- a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.26_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.26_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "yum", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.024833785292768997 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_forefront-foot_perspective": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -125,30 +125,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "yum", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "797239416", - "ss_session_id": "2011836489", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 797239416, + "ss_session_id": 2011836489, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_forefront-foot_perspective": { "3 fingers": 2, @@ -581,14 +581,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715284132.4780843", - "ss_training_started_at": "1715277000.600498", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715284132.4780843, + "ss_training_started_at": 1715277000.600498, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "5063d970", "sshs_model_hash": "916fa75266ec0df3ed9c49952af8318ddbd5106264278cca17c1b6c913800c56" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.29_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.29_spn_ckpt1.00_size20.0.json index d7c94d092b3b212720496d6435e27c805c116521..3f055b46ed0ec0769d312d8f0f7fd08e68a96698 100644 --- a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.29_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.29_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "yum", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.024833785292768997 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_forefront-foot_perspective": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -125,30 +125,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "yum", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "797239416", - "ss_session_id": "2011836489", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 797239416, + "ss_session_id": 2011836489, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_forefront-foot_perspective": { "3 fingers": 2, @@ -581,14 +581,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715284132.4780843", - "ss_training_started_at": "1715277000.600498", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715284132.4780843, + "ss_training_started_at": 1715277000.600498, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "5063d970", "sshs_model_hash": "916fa75266ec0df3ed9c49952af8318ddbd5106264278cca17c1b6c913800c56" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.33_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.33_spn_ckpt1.00_size22.0.json index d7c94d092b3b212720496d6435e27c805c116521..3f055b46ed0ec0769d312d8f0f7fd08e68a96698 100644 --- a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.33_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.33_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "yum", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.024833785292768997 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_forefront-foot_perspective": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -125,30 +125,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "yum", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "797239416", - "ss_session_id": "2011836489", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 797239416, + "ss_session_id": 2011836489, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_forefront-foot_perspective": { "3 fingers": 2, @@ -581,14 +581,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715284132.4780843", - "ss_training_started_at": "1715277000.600498", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715284132.4780843, + "ss_training_started_at": 1715277000.600498, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "5063d970", "sshs_model_hash": "916fa75266ec0df3ed9c49952af8318ddbd5106264278cca17c1b6c913800c56" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.36_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.36_spn_ckpt1.00_size24.0.json index d7c94d092b3b212720496d6435e27c805c116521..3f055b46ed0ec0769d312d8f0f7fd08e68a96698 100644 --- a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.36_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.36_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "yum", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.024833785292768997 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_forefront-foot_perspective": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -125,30 +125,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "yum", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "797239416", - "ss_session_id": "2011836489", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 797239416, + "ss_session_id": 2011836489, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_forefront-foot_perspective": { "3 fingers": 2, @@ -581,14 +581,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715284132.4780843", - "ss_training_started_at": "1715277000.600498", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715284132.4780843, + "ss_training_started_at": 1715277000.600498, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "5063d970", "sshs_model_hash": "916fa75266ec0df3ed9c49952af8318ddbd5106264278cca17c1b6c913800c56" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.50_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.50_spn_ckpt1.00_size32.0.json index d7c94d092b3b212720496d6435e27c805c116521..3f055b46ed0ec0769d312d8f0f7fd08e68a96698 100644 --- a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.50_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.50_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "yum", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.024833785292768997 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_forefront-foot_perspective": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -125,30 +125,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "yum", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "797239416", - "ss_session_id": "2011836489", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 797239416, + "ss_session_id": 2011836489, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_forefront-foot_perspective": { "3 fingers": 2, @@ -581,14 +581,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715284132.4780843", - "ss_training_started_at": "1715277000.600498", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715284132.4780843, + "ss_training_started_at": 1715277000.600498, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "5063d970", "sshs_model_hash": "916fa75266ec0df3ed9c49952af8318ddbd5106264278cca17c1b6c913800c56" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.70_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.70_fro_ckpt1.00_size4.0.json index d7c94d092b3b212720496d6435e27c805c116521..3f055b46ed0ec0769d312d8f0f7fd08e68a96698 100644 --- a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.70_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.70_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "yum", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.024833785292768997 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_forefront-foot_perspective": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -125,30 +125,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "yum", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "797239416", - "ss_session_id": "2011836489", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 797239416, + "ss_session_id": 2011836489, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_forefront-foot_perspective": { "3 fingers": 2, @@ -581,14 +581,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715284132.4780843", - "ss_training_started_at": "1715277000.600498", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715284132.4780843, + "ss_training_started_at": 1715277000.600498, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "5063d970", "sshs_model_hash": "916fa75266ec0df3ed9c49952af8318ddbd5106264278cca17c1b6c913800c56" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.95_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.95_fro_ckpt1.00_size8.0.json index d7c94d092b3b212720496d6435e27c805c116521..3f055b46ed0ec0769d312d8f0f7fd08e68a96698 100644 --- a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.95_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-2.95_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "yum", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.024833785292768997 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_forefront-foot_perspective": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -125,30 +125,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "yum", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "797239416", - "ss_session_id": "2011836489", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 797239416, + "ss_session_id": 2011836489, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_forefront-foot_perspective": { "3 fingers": 2, @@ -581,14 +581,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715284132.4780843", - "ss_training_started_at": "1715277000.600498", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715284132.4780843, + "ss_training_started_at": 1715277000.600498, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "5063d970", "sshs_model_hash": "916fa75266ec0df3ed9c49952af8318ddbd5106264278cca17c1b6c913800c56" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.09_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.09_fro_ckpt1.00_size12.0.json index d7c94d092b3b212720496d6435e27c805c116521..3f055b46ed0ec0769d312d8f0f7fd08e68a96698 100644 --- a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.09_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.09_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "yum", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.024833785292768997 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_forefront-foot_perspective": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -125,30 +125,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "yum", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "797239416", - "ss_session_id": "2011836489", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 797239416, + "ss_session_id": 2011836489, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_forefront-foot_perspective": { "3 fingers": 2, @@ -581,14 +581,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715284132.4780843", - "ss_training_started_at": "1715277000.600498", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715284132.4780843, + "ss_training_started_at": 1715277000.600498, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "5063d970", "sshs_model_hash": "916fa75266ec0df3ed9c49952af8318ddbd5106264278cca17c1b6c913800c56" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.13_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.13_fro_ckpt1.00_size14.0.json index d7c94d092b3b212720496d6435e27c805c116521..3f055b46ed0ec0769d312d8f0f7fd08e68a96698 100644 --- a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.13_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.13_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "yum", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.024833785292768997 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_forefront-foot_perspective": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -125,30 +125,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "yum", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "797239416", - "ss_session_id": "2011836489", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 797239416, + "ss_session_id": 2011836489, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_forefront-foot_perspective": { "3 fingers": 2, @@ -581,14 +581,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715284132.4780843", - "ss_training_started_at": "1715277000.600498", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715284132.4780843, + "ss_training_started_at": 1715277000.600498, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "5063d970", "sshs_model_hash": "916fa75266ec0df3ed9c49952af8318ddbd5106264278cca17c1b6c913800c56" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.18_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.18_fro_ckpt1.00_size16.0.json index d7c94d092b3b212720496d6435e27c805c116521..3f055b46ed0ec0769d312d8f0f7fd08e68a96698 100644 --- a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.18_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.18_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "yum", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.024833785292768997 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_forefront-foot_perspective": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -125,30 +125,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "yum", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "797239416", - "ss_session_id": "2011836489", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 797239416, + "ss_session_id": 2011836489, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_forefront-foot_perspective": { "3 fingers": 2, @@ -581,14 +581,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715284132.4780843", - "ss_training_started_at": "1715277000.600498", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715284132.4780843, + "ss_training_started_at": 1715277000.600498, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "5063d970", "sshs_model_hash": "916fa75266ec0df3ed9c49952af8318ddbd5106264278cca17c1b6c913800c56" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.21_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.21_fro_ckpt1.00_size18.0.json index d7c94d092b3b212720496d6435e27c805c116521..3f055b46ed0ec0769d312d8f0f7fd08e68a96698 100644 --- a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.21_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.21_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "yum", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.024833785292768997 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_forefront-foot_perspective": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -125,30 +125,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "yum", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "797239416", - "ss_session_id": "2011836489", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 797239416, + "ss_session_id": 2011836489, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_forefront-foot_perspective": { "3 fingers": 2, @@ -581,14 +581,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715284132.4780843", - "ss_training_started_at": "1715277000.600498", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715284132.4780843, + "ss_training_started_at": 1715277000.600498, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "5063d970", "sshs_model_hash": "916fa75266ec0df3ed9c49952af8318ddbd5106264278cca17c1b6c913800c56" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.24_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.24_fro_ckpt1.00_size20.0.json index d7c94d092b3b212720496d6435e27c805c116521..3f055b46ed0ec0769d312d8f0f7fd08e68a96698 100644 --- a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.24_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.24_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "yum", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.024833785292768997 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_forefront-foot_perspective": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -125,30 +125,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "yum", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "797239416", - "ss_session_id": "2011836489", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 797239416, + "ss_session_id": 2011836489, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_forefront-foot_perspective": { "3 fingers": 2, @@ -581,14 +581,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715284132.4780843", - "ss_training_started_at": "1715277000.600498", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715284132.4780843, + "ss_training_started_at": 1715277000.600498, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "5063d970", "sshs_model_hash": "916fa75266ec0df3ed9c49952af8318ddbd5106264278cca17c1b6c913800c56" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.27_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.27_fro_ckpt1.00_size22.0.json index d7c94d092b3b212720496d6435e27c805c116521..3f055b46ed0ec0769d312d8f0f7fd08e68a96698 100644 --- a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.27_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.27_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "yum", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.024833785292768997 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_forefront-foot_perspective": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -125,30 +125,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "yum", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "797239416", - "ss_session_id": "2011836489", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 797239416, + "ss_session_id": 2011836489, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_forefront-foot_perspective": { "3 fingers": 2, @@ -581,14 +581,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715284132.4780843", - "ss_training_started_at": "1715277000.600498", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715284132.4780843, + "ss_training_started_at": 1715277000.600498, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "5063d970", "sshs_model_hash": "916fa75266ec0df3ed9c49952af8318ddbd5106264278cca17c1b6c913800c56" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.29_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.29_fro_ckpt1.00_size24.0.json index d7c94d092b3b212720496d6435e27c805c116521..3f055b46ed0ec0769d312d8f0f7fd08e68a96698 100644 --- a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.29_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.29_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "yum", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.024833785292768997 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_forefront-foot_perspective": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -125,30 +125,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "yum", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "797239416", - "ss_session_id": "2011836489", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 797239416, + "ss_session_id": 2011836489, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_forefront-foot_perspective": { "3 fingers": 2, @@ -581,14 +581,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715284132.4780843", - "ss_training_started_at": "1715277000.600498", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715284132.4780843, + "ss_training_started_at": 1715277000.600498, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "5063d970", "sshs_model_hash": "916fa75266ec0df3ed9c49952af8318ddbd5106264278cca17c1b6c913800c56" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.39_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.39_fro_ckpt1.00_size32.0.json index d7c94d092b3b212720496d6435e27c805c116521..3f055b46ed0ec0769d312d8f0f7fd08e68a96698 100644 --- a/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.39_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/forefront-foot_perspective-v1e400_th-3.39_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "yum", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.024833785292768997 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_forefront-foot_perspective": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -125,30 +125,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "yum", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "797239416", - "ss_session_id": "2011836489", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 797239416, + "ss_session_id": 2011836489, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_forefront-foot_perspective": { "3 fingers": 2, @@ -581,14 +581,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715284132.4780843", - "ss_training_started_at": "1715277000.600498", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715284132.4780843, + "ss_training_started_at": 1715277000.600498, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "5063d970", "sshs_model_hash": "916fa75266ec0df3ed9c49952af8318ddbd5106264278cca17c1b6c913800c56" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/foxparks-v2e134_th-0.85_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/foxparks-v2e134_th-0.85_spn_lora0.50_spn_ckpt0.50_size4.0.json index 5ff21e00908d75f2a84abaf95ff5584ac1ad18ab..b0adfd3791b506e41ef01d8823d303378843fb2f 100644 --- a/ponyxl_loras_shrunk/foxparks-v2e134_th-0.85_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/foxparks-v2e134_th-0.85_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -133,13 +133,13 @@ }, "mean_img_ar_error": 0.011673149068936371 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "10_anthro_foxparks": { "img_count": 4, @@ -150,30 +150,30 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -187,29 +187,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2445629577", - "ss_session_id": "1642224308", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2445629577, + "ss_session_id": 1642224308, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "10_anthro_foxparks": { "3 eyes": 1, @@ -751,14 +751,14 @@ "yellow paws": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707661187.8275557", - "ss_training_started_at": "1707640843.417377", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707661187.8275557, + "ss_training_started_at": 1707640843.417377, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "af791f01", "sshs_model_hash": "4fcb11d4eaf8e89ed1d44b45da06e8d1cc670977cf1fd7321015e6e5a5bb4f0b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/foxparks-v2e134_th-1.06_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/foxparks-v2e134_th-1.06_spn_lora0.50_spn_ckpt0.50_size8.0.json index 5ff21e00908d75f2a84abaf95ff5584ac1ad18ab..b0adfd3791b506e41ef01d8823d303378843fb2f 100644 --- a/ponyxl_loras_shrunk/foxparks-v2e134_th-1.06_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/foxparks-v2e134_th-1.06_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -133,13 +133,13 @@ }, "mean_img_ar_error": 0.011673149068936371 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "10_anthro_foxparks": { "img_count": 4, @@ -150,30 +150,30 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -187,29 +187,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2445629577", - "ss_session_id": "1642224308", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2445629577, + "ss_session_id": 1642224308, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "10_anthro_foxparks": { "3 eyes": 1, @@ -751,14 +751,14 @@ "yellow paws": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707661187.8275557", - "ss_training_started_at": "1707640843.417377", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707661187.8275557, + "ss_training_started_at": 1707640843.417377, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "af791f01", "sshs_model_hash": "4fcb11d4eaf8e89ed1d44b45da06e8d1cc670977cf1fd7321015e6e5a5bb4f0b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/foxparks-v2e134_th-1.19_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/foxparks-v2e134_th-1.19_spn_lora0.50_spn_ckpt0.50_size12.0.json index 5ff21e00908d75f2a84abaf95ff5584ac1ad18ab..b0adfd3791b506e41ef01d8823d303378843fb2f 100644 --- a/ponyxl_loras_shrunk/foxparks-v2e134_th-1.19_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/foxparks-v2e134_th-1.19_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -133,13 +133,13 @@ }, "mean_img_ar_error": 0.011673149068936371 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "10_anthro_foxparks": { "img_count": 4, @@ -150,30 +150,30 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -187,29 +187,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2445629577", - "ss_session_id": "1642224308", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2445629577, + "ss_session_id": 1642224308, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "10_anthro_foxparks": { "3 eyes": 1, @@ -751,14 +751,14 @@ "yellow paws": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707661187.8275557", - "ss_training_started_at": "1707640843.417377", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707661187.8275557, + "ss_training_started_at": 1707640843.417377, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "af791f01", "sshs_model_hash": "4fcb11d4eaf8e89ed1d44b45da06e8d1cc670977cf1fd7321015e6e5a5bb4f0b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/foxparks-v2e134_th-1.40_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/foxparks-v2e134_th-1.40_spn_lora0.50_spn_ckpt0.50_size24.0.json index 5ff21e00908d75f2a84abaf95ff5584ac1ad18ab..b0adfd3791b506e41ef01d8823d303378843fb2f 100644 --- a/ponyxl_loras_shrunk/foxparks-v2e134_th-1.40_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/foxparks-v2e134_th-1.40_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -133,13 +133,13 @@ }, "mean_img_ar_error": 0.011673149068936371 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "10_anthro_foxparks": { "img_count": 4, @@ -150,30 +150,30 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -187,29 +187,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2445629577", - "ss_session_id": "1642224308", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2445629577, + "ss_session_id": 1642224308, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "10_anthro_foxparks": { "3 eyes": 1, @@ -751,14 +751,14 @@ "yellow paws": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707661187.8275557", - "ss_training_started_at": "1707640843.417377", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707661187.8275557, + "ss_training_started_at": 1707640843.417377, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "af791f01", "sshs_model_hash": "4fcb11d4eaf8e89ed1d44b45da06e8d1cc670977cf1fd7321015e6e5a5bb4f0b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/foxparks-v2e134_th-1.51_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/foxparks-v2e134_th-1.51_spn_lora0.50_spn_ckpt0.50_size32.0.json index 5ff21e00908d75f2a84abaf95ff5584ac1ad18ab..b0adfd3791b506e41ef01d8823d303378843fb2f 100644 --- a/ponyxl_loras_shrunk/foxparks-v2e134_th-1.51_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/foxparks-v2e134_th-1.51_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -133,13 +133,13 @@ }, "mean_img_ar_error": 0.011673149068936371 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "10_anthro_foxparks": { "img_count": 4, @@ -150,30 +150,30 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -187,29 +187,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2445629577", - "ss_session_id": "1642224308", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2445629577, + "ss_session_id": 1642224308, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "10_anthro_foxparks": { "3 eyes": 1, @@ -751,14 +751,14 @@ "yellow paws": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707661187.8275557", - "ss_training_started_at": "1707640843.417377", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707661187.8275557, + "ss_training_started_at": 1707640843.417377, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "af791f01", "sshs_model_hash": "4fcb11d4eaf8e89ed1d44b45da06e8d1cc670977cf1fd7321015e6e5a5bb4f0b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/foxparks-v2e134_th-1.64_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/foxparks-v2e134_th-1.64_spn_ckpt1.00_size4.0.json index 5ff21e00908d75f2a84abaf95ff5584ac1ad18ab..b0adfd3791b506e41ef01d8823d303378843fb2f 100644 --- a/ponyxl_loras_shrunk/foxparks-v2e134_th-1.64_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/foxparks-v2e134_th-1.64_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -133,13 +133,13 @@ }, "mean_img_ar_error": 0.011673149068936371 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "10_anthro_foxparks": { "img_count": 4, @@ -150,30 +150,30 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -187,29 +187,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2445629577", - "ss_session_id": "1642224308", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2445629577, + "ss_session_id": 1642224308, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "10_anthro_foxparks": { "3 eyes": 1, @@ -751,14 +751,14 @@ "yellow paws": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707661187.8275557", - "ss_training_started_at": "1707640843.417377", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707661187.8275557, + "ss_training_started_at": 1707640843.417377, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "af791f01", "sshs_model_hash": "4fcb11d4eaf8e89ed1d44b45da06e8d1cc670977cf1fd7321015e6e5a5bb4f0b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/foxparks-v2e134_th-1.87_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/foxparks-v2e134_th-1.87_spn_ckpt1.00_size8.0.json index 5ff21e00908d75f2a84abaf95ff5584ac1ad18ab..b0adfd3791b506e41ef01d8823d303378843fb2f 100644 --- a/ponyxl_loras_shrunk/foxparks-v2e134_th-1.87_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/foxparks-v2e134_th-1.87_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -133,13 +133,13 @@ }, "mean_img_ar_error": 0.011673149068936371 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "10_anthro_foxparks": { "img_count": 4, @@ -150,30 +150,30 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -187,29 +187,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2445629577", - "ss_session_id": "1642224308", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2445629577, + "ss_session_id": 1642224308, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "10_anthro_foxparks": { "3 eyes": 1, @@ -751,14 +751,14 @@ "yellow paws": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707661187.8275557", - "ss_training_started_at": "1707640843.417377", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707661187.8275557, + "ss_training_started_at": 1707640843.417377, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "af791f01", "sshs_model_hash": "4fcb11d4eaf8e89ed1d44b45da06e8d1cc670977cf1fd7321015e6e5a5bb4f0b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/foxparks-v2e134_th-2.00_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/foxparks-v2e134_th-2.00_spn_ckpt1.00_size12.0.json index 5ff21e00908d75f2a84abaf95ff5584ac1ad18ab..b0adfd3791b506e41ef01d8823d303378843fb2f 100644 --- a/ponyxl_loras_shrunk/foxparks-v2e134_th-2.00_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/foxparks-v2e134_th-2.00_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -133,13 +133,13 @@ }, "mean_img_ar_error": 0.011673149068936371 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "10_anthro_foxparks": { "img_count": 4, @@ -150,30 +150,30 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -187,29 +187,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2445629577", - "ss_session_id": "1642224308", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2445629577, + "ss_session_id": 1642224308, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "10_anthro_foxparks": { "3 eyes": 1, @@ -751,14 +751,14 @@ "yellow paws": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707661187.8275557", - "ss_training_started_at": "1707640843.417377", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707661187.8275557, + "ss_training_started_at": 1707640843.417377, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "af791f01", "sshs_model_hash": "4fcb11d4eaf8e89ed1d44b45da06e8d1cc670977cf1fd7321015e6e5a5bb4f0b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/foxparks-v2e134_th-2.05_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/foxparks-v2e134_th-2.05_spn_ckpt1.00_size14.0.json index 5ff21e00908d75f2a84abaf95ff5584ac1ad18ab..b0adfd3791b506e41ef01d8823d303378843fb2f 100644 --- a/ponyxl_loras_shrunk/foxparks-v2e134_th-2.05_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/foxparks-v2e134_th-2.05_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -133,13 +133,13 @@ }, "mean_img_ar_error": 0.011673149068936371 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "10_anthro_foxparks": { "img_count": 4, @@ -150,30 +150,30 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -187,29 +187,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2445629577", - "ss_session_id": "1642224308", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2445629577, + "ss_session_id": 1642224308, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "10_anthro_foxparks": { "3 eyes": 1, @@ -751,14 +751,14 @@ "yellow paws": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707661187.8275557", - "ss_training_started_at": "1707640843.417377", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707661187.8275557, + "ss_training_started_at": 1707640843.417377, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "af791f01", "sshs_model_hash": "4fcb11d4eaf8e89ed1d44b45da06e8d1cc670977cf1fd7321015e6e5a5bb4f0b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/foxparks-v2e134_th-2.09_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/foxparks-v2e134_th-2.09_spn_ckpt1.00_size16.0.json index 5ff21e00908d75f2a84abaf95ff5584ac1ad18ab..b0adfd3791b506e41ef01d8823d303378843fb2f 100644 --- a/ponyxl_loras_shrunk/foxparks-v2e134_th-2.09_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/foxparks-v2e134_th-2.09_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -133,13 +133,13 @@ }, "mean_img_ar_error": 0.011673149068936371 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "10_anthro_foxparks": { "img_count": 4, @@ -150,30 +150,30 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -187,29 +187,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2445629577", - "ss_session_id": "1642224308", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2445629577, + "ss_session_id": 1642224308, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "10_anthro_foxparks": { "3 eyes": 1, @@ -751,14 +751,14 @@ "yellow paws": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707661187.8275557", - "ss_training_started_at": "1707640843.417377", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707661187.8275557, + "ss_training_started_at": 1707640843.417377, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "af791f01", "sshs_model_hash": "4fcb11d4eaf8e89ed1d44b45da06e8d1cc670977cf1fd7321015e6e5a5bb4f0b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/foxparks-v2e134_th-2.12_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/foxparks-v2e134_th-2.12_spn_ckpt1.00_size18.0.json index 5ff21e00908d75f2a84abaf95ff5584ac1ad18ab..b0adfd3791b506e41ef01d8823d303378843fb2f 100644 --- a/ponyxl_loras_shrunk/foxparks-v2e134_th-2.12_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/foxparks-v2e134_th-2.12_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -133,13 +133,13 @@ }, "mean_img_ar_error": 0.011673149068936371 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "10_anthro_foxparks": { "img_count": 4, @@ -150,30 +150,30 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -187,29 +187,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2445629577", - "ss_session_id": "1642224308", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2445629577, + "ss_session_id": 1642224308, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "10_anthro_foxparks": { "3 eyes": 1, @@ -751,14 +751,14 @@ "yellow paws": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707661187.8275557", - "ss_training_started_at": "1707640843.417377", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707661187.8275557, + "ss_training_started_at": 1707640843.417377, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "af791f01", "sshs_model_hash": "4fcb11d4eaf8e89ed1d44b45da06e8d1cc670977cf1fd7321015e6e5a5bb4f0b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/foxparks-v2e134_th-2.16_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/foxparks-v2e134_th-2.16_spn_ckpt1.00_size20.0.json index 5ff21e00908d75f2a84abaf95ff5584ac1ad18ab..b0adfd3791b506e41ef01d8823d303378843fb2f 100644 --- a/ponyxl_loras_shrunk/foxparks-v2e134_th-2.16_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/foxparks-v2e134_th-2.16_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -133,13 +133,13 @@ }, "mean_img_ar_error": 0.011673149068936371 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "10_anthro_foxparks": { "img_count": 4, @@ -150,30 +150,30 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -187,29 +187,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2445629577", - "ss_session_id": "1642224308", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2445629577, + "ss_session_id": 1642224308, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "10_anthro_foxparks": { "3 eyes": 1, @@ -751,14 +751,14 @@ "yellow paws": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707661187.8275557", - "ss_training_started_at": "1707640843.417377", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707661187.8275557, + "ss_training_started_at": 1707640843.417377, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "af791f01", "sshs_model_hash": "4fcb11d4eaf8e89ed1d44b45da06e8d1cc670977cf1fd7321015e6e5a5bb4f0b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/foxparks-v2e134_th-2.19_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/foxparks-v2e134_th-2.19_spn_ckpt1.00_size22.0.json index 5ff21e00908d75f2a84abaf95ff5584ac1ad18ab..b0adfd3791b506e41ef01d8823d303378843fb2f 100644 --- a/ponyxl_loras_shrunk/foxparks-v2e134_th-2.19_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/foxparks-v2e134_th-2.19_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -133,13 +133,13 @@ }, "mean_img_ar_error": 0.011673149068936371 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "10_anthro_foxparks": { "img_count": 4, @@ -150,30 +150,30 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -187,29 +187,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2445629577", - "ss_session_id": "1642224308", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2445629577, + "ss_session_id": 1642224308, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "10_anthro_foxparks": { "3 eyes": 1, @@ -751,14 +751,14 @@ "yellow paws": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707661187.8275557", - "ss_training_started_at": "1707640843.417377", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707661187.8275557, + "ss_training_started_at": 1707640843.417377, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "af791f01", "sshs_model_hash": "4fcb11d4eaf8e89ed1d44b45da06e8d1cc670977cf1fd7321015e6e5a5bb4f0b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/foxparks-v2e134_th-2.23_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/foxparks-v2e134_th-2.23_spn_ckpt1.00_size24.0.json index 5ff21e00908d75f2a84abaf95ff5584ac1ad18ab..b0adfd3791b506e41ef01d8823d303378843fb2f 100644 --- a/ponyxl_loras_shrunk/foxparks-v2e134_th-2.23_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/foxparks-v2e134_th-2.23_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -133,13 +133,13 @@ }, "mean_img_ar_error": 0.011673149068936371 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "10_anthro_foxparks": { "img_count": 4, @@ -150,30 +150,30 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -187,29 +187,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2445629577", - "ss_session_id": "1642224308", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2445629577, + "ss_session_id": 1642224308, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "10_anthro_foxparks": { "3 eyes": 1, @@ -751,14 +751,14 @@ "yellow paws": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707661187.8275557", - "ss_training_started_at": "1707640843.417377", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707661187.8275557, + "ss_training_started_at": 1707640843.417377, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "af791f01", "sshs_model_hash": "4fcb11d4eaf8e89ed1d44b45da06e8d1cc670977cf1fd7321015e6e5a5bb4f0b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/foxparks-v2e134_th-2.38_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/foxparks-v2e134_th-2.38_spn_ckpt1.00_size32.0.json index 5ff21e00908d75f2a84abaf95ff5584ac1ad18ab..b0adfd3791b506e41ef01d8823d303378843fb2f 100644 --- a/ponyxl_loras_shrunk/foxparks-v2e134_th-2.38_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/foxparks-v2e134_th-2.38_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -133,13 +133,13 @@ }, "mean_img_ar_error": 0.011673149068936371 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "10_anthro_foxparks": { "img_count": 4, @@ -150,30 +150,30 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -187,29 +187,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2445629577", - "ss_session_id": "1642224308", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2445629577, + "ss_session_id": 1642224308, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "10_anthro_foxparks": { "3 eyes": 1, @@ -751,14 +751,14 @@ "yellow paws": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707661187.8275557", - "ss_training_started_at": "1707640843.417377", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707661187.8275557, + "ss_training_started_at": 1707640843.417377, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "af791f01", "sshs_model_hash": "4fcb11d4eaf8e89ed1d44b45da06e8d1cc670977cf1fd7321015e6e5a5bb4f0b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/foxparks-v2e134_th-2.56_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/foxparks-v2e134_th-2.56_fro_ckpt1.00_size4.0.json index 5ff21e00908d75f2a84abaf95ff5584ac1ad18ab..b0adfd3791b506e41ef01d8823d303378843fb2f 100644 --- a/ponyxl_loras_shrunk/foxparks-v2e134_th-2.56_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/foxparks-v2e134_th-2.56_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -133,13 +133,13 @@ }, "mean_img_ar_error": 0.011673149068936371 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "10_anthro_foxparks": { "img_count": 4, @@ -150,30 +150,30 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -187,29 +187,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2445629577", - "ss_session_id": "1642224308", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2445629577, + "ss_session_id": 1642224308, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "10_anthro_foxparks": { "3 eyes": 1, @@ -751,14 +751,14 @@ "yellow paws": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707661187.8275557", - "ss_training_started_at": "1707640843.417377", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707661187.8275557, + "ss_training_started_at": 1707640843.417377, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "af791f01", "sshs_model_hash": "4fcb11d4eaf8e89ed1d44b45da06e8d1cc670977cf1fd7321015e6e5a5bb4f0b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/foxparks-v2e134_th-2.81_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/foxparks-v2e134_th-2.81_fro_ckpt1.00_size8.0.json index 5ff21e00908d75f2a84abaf95ff5584ac1ad18ab..b0adfd3791b506e41ef01d8823d303378843fb2f 100644 --- a/ponyxl_loras_shrunk/foxparks-v2e134_th-2.81_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/foxparks-v2e134_th-2.81_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -133,13 +133,13 @@ }, "mean_img_ar_error": 0.011673149068936371 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "10_anthro_foxparks": { "img_count": 4, @@ -150,30 +150,30 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -187,29 +187,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2445629577", - "ss_session_id": "1642224308", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2445629577, + "ss_session_id": 1642224308, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "10_anthro_foxparks": { "3 eyes": 1, @@ -751,14 +751,14 @@ "yellow paws": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707661187.8275557", - "ss_training_started_at": "1707640843.417377", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707661187.8275557, + "ss_training_started_at": 1707640843.417377, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "af791f01", "sshs_model_hash": "4fcb11d4eaf8e89ed1d44b45da06e8d1cc670977cf1fd7321015e6e5a5bb4f0b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/foxparks-v2e134_th-2.95_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/foxparks-v2e134_th-2.95_fro_ckpt1.00_size12.0.json index 5ff21e00908d75f2a84abaf95ff5584ac1ad18ab..b0adfd3791b506e41ef01d8823d303378843fb2f 100644 --- a/ponyxl_loras_shrunk/foxparks-v2e134_th-2.95_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/foxparks-v2e134_th-2.95_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -133,13 +133,13 @@ }, "mean_img_ar_error": 0.011673149068936371 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "10_anthro_foxparks": { "img_count": 4, @@ -150,30 +150,30 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -187,29 +187,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2445629577", - "ss_session_id": "1642224308", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2445629577, + "ss_session_id": 1642224308, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "10_anthro_foxparks": { "3 eyes": 1, @@ -751,14 +751,14 @@ "yellow paws": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707661187.8275557", - "ss_training_started_at": "1707640843.417377", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707661187.8275557, + "ss_training_started_at": 1707640843.417377, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "af791f01", "sshs_model_hash": "4fcb11d4eaf8e89ed1d44b45da06e8d1cc670977cf1fd7321015e6e5a5bb4f0b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/foxparks-v2e134_th-2.99_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/foxparks-v2e134_th-2.99_fro_ckpt1.00_size14.0.json index 5ff21e00908d75f2a84abaf95ff5584ac1ad18ab..b0adfd3791b506e41ef01d8823d303378843fb2f 100644 --- a/ponyxl_loras_shrunk/foxparks-v2e134_th-2.99_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/foxparks-v2e134_th-2.99_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -133,13 +133,13 @@ }, "mean_img_ar_error": 0.011673149068936371 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "10_anthro_foxparks": { "img_count": 4, @@ -150,30 +150,30 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -187,29 +187,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2445629577", - "ss_session_id": "1642224308", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2445629577, + "ss_session_id": 1642224308, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "10_anthro_foxparks": { "3 eyes": 1, @@ -751,14 +751,14 @@ "yellow paws": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707661187.8275557", - "ss_training_started_at": "1707640843.417377", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707661187.8275557, + "ss_training_started_at": 1707640843.417377, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "af791f01", "sshs_model_hash": "4fcb11d4eaf8e89ed1d44b45da06e8d1cc670977cf1fd7321015e6e5a5bb4f0b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/foxparks-v2e134_th-3.04_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/foxparks-v2e134_th-3.04_fro_ckpt1.00_size16.0.json index 5ff21e00908d75f2a84abaf95ff5584ac1ad18ab..b0adfd3791b506e41ef01d8823d303378843fb2f 100644 --- a/ponyxl_loras_shrunk/foxparks-v2e134_th-3.04_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/foxparks-v2e134_th-3.04_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -133,13 +133,13 @@ }, "mean_img_ar_error": 0.011673149068936371 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "10_anthro_foxparks": { "img_count": 4, @@ -150,30 +150,30 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -187,29 +187,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2445629577", - "ss_session_id": "1642224308", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2445629577, + "ss_session_id": 1642224308, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "10_anthro_foxparks": { "3 eyes": 1, @@ -751,14 +751,14 @@ "yellow paws": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707661187.8275557", - "ss_training_started_at": "1707640843.417377", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707661187.8275557, + "ss_training_started_at": 1707640843.417377, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "af791f01", "sshs_model_hash": "4fcb11d4eaf8e89ed1d44b45da06e8d1cc670977cf1fd7321015e6e5a5bb4f0b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/foxparks-v2e134_th-3.08_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/foxparks-v2e134_th-3.08_fro_ckpt1.00_size18.0.json index 5ff21e00908d75f2a84abaf95ff5584ac1ad18ab..b0adfd3791b506e41ef01d8823d303378843fb2f 100644 --- a/ponyxl_loras_shrunk/foxparks-v2e134_th-3.08_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/foxparks-v2e134_th-3.08_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -133,13 +133,13 @@ }, "mean_img_ar_error": 0.011673149068936371 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "10_anthro_foxparks": { "img_count": 4, @@ -150,30 +150,30 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -187,29 +187,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2445629577", - "ss_session_id": "1642224308", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2445629577, + "ss_session_id": 1642224308, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "10_anthro_foxparks": { "3 eyes": 1, @@ -751,14 +751,14 @@ "yellow paws": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707661187.8275557", - "ss_training_started_at": "1707640843.417377", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707661187.8275557, + "ss_training_started_at": 1707640843.417377, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "af791f01", "sshs_model_hash": "4fcb11d4eaf8e89ed1d44b45da06e8d1cc670977cf1fd7321015e6e5a5bb4f0b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/foxparks-v2e134_th-3.11_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/foxparks-v2e134_th-3.11_fro_ckpt1.00_size20.0.json index 5ff21e00908d75f2a84abaf95ff5584ac1ad18ab..b0adfd3791b506e41ef01d8823d303378843fb2f 100644 --- a/ponyxl_loras_shrunk/foxparks-v2e134_th-3.11_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/foxparks-v2e134_th-3.11_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -133,13 +133,13 @@ }, "mean_img_ar_error": 0.011673149068936371 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "10_anthro_foxparks": { "img_count": 4, @@ -150,30 +150,30 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -187,29 +187,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2445629577", - "ss_session_id": "1642224308", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2445629577, + "ss_session_id": 1642224308, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "10_anthro_foxparks": { "3 eyes": 1, @@ -751,14 +751,14 @@ "yellow paws": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707661187.8275557", - "ss_training_started_at": "1707640843.417377", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707661187.8275557, + "ss_training_started_at": 1707640843.417377, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "af791f01", "sshs_model_hash": "4fcb11d4eaf8e89ed1d44b45da06e8d1cc670977cf1fd7321015e6e5a5bb4f0b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/foxparks-v2e134_th-3.14_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/foxparks-v2e134_th-3.14_fro_ckpt1.00_size22.0.json index 5ff21e00908d75f2a84abaf95ff5584ac1ad18ab..b0adfd3791b506e41ef01d8823d303378843fb2f 100644 --- a/ponyxl_loras_shrunk/foxparks-v2e134_th-3.14_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/foxparks-v2e134_th-3.14_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -133,13 +133,13 @@ }, "mean_img_ar_error": 0.011673149068936371 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "10_anthro_foxparks": { "img_count": 4, @@ -150,30 +150,30 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -187,29 +187,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2445629577", - "ss_session_id": "1642224308", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2445629577, + "ss_session_id": 1642224308, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "10_anthro_foxparks": { "3 eyes": 1, @@ -751,14 +751,14 @@ "yellow paws": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707661187.8275557", - "ss_training_started_at": "1707640843.417377", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707661187.8275557, + "ss_training_started_at": 1707640843.417377, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "af791f01", "sshs_model_hash": "4fcb11d4eaf8e89ed1d44b45da06e8d1cc670977cf1fd7321015e6e5a5bb4f0b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/foxparks-v2e134_th-3.17_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/foxparks-v2e134_th-3.17_fro_ckpt1.00_size24.0.json index 5ff21e00908d75f2a84abaf95ff5584ac1ad18ab..b0adfd3791b506e41ef01d8823d303378843fb2f 100644 --- a/ponyxl_loras_shrunk/foxparks-v2e134_th-3.17_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/foxparks-v2e134_th-3.17_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -133,13 +133,13 @@ }, "mean_img_ar_error": 0.011673149068936371 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "10_anthro_foxparks": { "img_count": 4, @@ -150,30 +150,30 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -187,29 +187,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2445629577", - "ss_session_id": "1642224308", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2445629577, + "ss_session_id": 1642224308, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "10_anthro_foxparks": { "3 eyes": 1, @@ -751,14 +751,14 @@ "yellow paws": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707661187.8275557", - "ss_training_started_at": "1707640843.417377", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707661187.8275557, + "ss_training_started_at": 1707640843.417377, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "af791f01", "sshs_model_hash": "4fcb11d4eaf8e89ed1d44b45da06e8d1cc670977cf1fd7321015e6e5a5bb4f0b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/foxparks-v2e134_th-3.27_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/foxparks-v2e134_th-3.27_fro_ckpt1.00_size32.0.json index 5ff21e00908d75f2a84abaf95ff5584ac1ad18ab..b0adfd3791b506e41ef01d8823d303378843fb2f 100644 --- a/ponyxl_loras_shrunk/foxparks-v2e134_th-3.27_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/foxparks-v2e134_th-3.27_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -133,13 +133,13 @@ }, "mean_img_ar_error": 0.011673149068936371 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "10_anthro_foxparks": { "img_count": 4, @@ -150,30 +150,30 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -187,29 +187,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2445629577", - "ss_session_id": "1642224308", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2445629577, + "ss_session_id": 1642224308, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "10_anthro_foxparks": { "3 eyes": 1, @@ -751,14 +751,14 @@ "yellow paws": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707661187.8275557", - "ss_training_started_at": "1707640843.417377", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707661187.8275557, + "ss_training_started_at": 1707640843.417377, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "af791f01", "sshs_model_hash": "4fcb11d4eaf8e89ed1d44b45da06e8d1cc670977cf1fd7321015e6e5a5bb4f0b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-0.80_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-0.80_spn_lora0.50_spn_ckpt0.50_size4.0.json index d83d6e0627531e5361935feb44d0e49ce0f7fe3d..86efcb99e7c30ba024a624e771d976a7ef0a1864 100644 --- a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-0.80_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-0.80_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.0016340834072827363 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_furry_sticker": { "img_count": 307, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -101,29 +101,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "21", - "ss_num_epochs": "250", - "ss_num_reg_images": "0", - "ss_num_train_images": "307", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 21, + "ss_num_epochs": 250, + "ss_num_reg_images": 0, + "ss_num_train_images": 307, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "51759889", - "ss_session_id": "1135304123", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 51759889, + "ss_session_id": 1135304123, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_furry_sticker": { "' written in it.": 1, @@ -680,14 +680,14 @@ "zzz": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712197186.7336123", - "ss_training_started_at": "1712167194.3530395", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712197186.7336123, + "ss_training_started_at": 1712167194.3530395, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "c6d26707", "sshs_model_hash": "ac07fc412d17fdf6e146f62e83f058bca5dc93c3efa8ba6f50c384f636176fa8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-1.06_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-1.06_spn_lora0.50_spn_ckpt0.50_size8.0.json index d83d6e0627531e5361935feb44d0e49ce0f7fe3d..86efcb99e7c30ba024a624e771d976a7ef0a1864 100644 --- a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-1.06_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-1.06_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.0016340834072827363 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_furry_sticker": { "img_count": 307, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -101,29 +101,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "21", - "ss_num_epochs": "250", - "ss_num_reg_images": "0", - "ss_num_train_images": "307", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 21, + "ss_num_epochs": 250, + "ss_num_reg_images": 0, + "ss_num_train_images": 307, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "51759889", - "ss_session_id": "1135304123", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 51759889, + "ss_session_id": 1135304123, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_furry_sticker": { "' written in it.": 1, @@ -680,14 +680,14 @@ "zzz": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712197186.7336123", - "ss_training_started_at": "1712167194.3530395", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712197186.7336123, + "ss_training_started_at": 1712167194.3530395, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "c6d26707", "sshs_model_hash": "ac07fc412d17fdf6e146f62e83f058bca5dc93c3efa8ba6f50c384f636176fa8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-1.23_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-1.23_spn_lora0.50_spn_ckpt0.50_size12.0.json index d83d6e0627531e5361935feb44d0e49ce0f7fe3d..86efcb99e7c30ba024a624e771d976a7ef0a1864 100644 --- a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-1.23_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-1.23_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.0016340834072827363 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_furry_sticker": { "img_count": 307, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -101,29 +101,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "21", - "ss_num_epochs": "250", - "ss_num_reg_images": "0", - "ss_num_train_images": "307", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 21, + "ss_num_epochs": 250, + "ss_num_reg_images": 0, + "ss_num_train_images": 307, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "51759889", - "ss_session_id": "1135304123", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 51759889, + "ss_session_id": 1135304123, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_furry_sticker": { "' written in it.": 1, @@ -680,14 +680,14 @@ "zzz": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712197186.7336123", - "ss_training_started_at": "1712167194.3530395", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712197186.7336123, + "ss_training_started_at": 1712167194.3530395, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "c6d26707", "sshs_model_hash": "ac07fc412d17fdf6e146f62e83f058bca5dc93c3efa8ba6f50c384f636176fa8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-1.51_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-1.51_spn_lora0.50_spn_ckpt0.50_size24.0.json index d83d6e0627531e5361935feb44d0e49ce0f7fe3d..86efcb99e7c30ba024a624e771d976a7ef0a1864 100644 --- a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-1.51_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-1.51_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.0016340834072827363 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_furry_sticker": { "img_count": 307, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -101,29 +101,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "21", - "ss_num_epochs": "250", - "ss_num_reg_images": "0", - "ss_num_train_images": "307", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 21, + "ss_num_epochs": 250, + "ss_num_reg_images": 0, + "ss_num_train_images": 307, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "51759889", - "ss_session_id": "1135304123", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 51759889, + "ss_session_id": 1135304123, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_furry_sticker": { "' written in it.": 1, @@ -680,14 +680,14 @@ "zzz": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712197186.7336123", - "ss_training_started_at": "1712167194.3530395", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712197186.7336123, + "ss_training_started_at": 1712167194.3530395, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "c6d26707", "sshs_model_hash": "ac07fc412d17fdf6e146f62e83f058bca5dc93c3efa8ba6f50c384f636176fa8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-1.53_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-1.53_spn_ckpt1.00_size4.0.json index d83d6e0627531e5361935feb44d0e49ce0f7fe3d..86efcb99e7c30ba024a624e771d976a7ef0a1864 100644 --- a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-1.53_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-1.53_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.0016340834072827363 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_furry_sticker": { "img_count": 307, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -101,29 +101,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "21", - "ss_num_epochs": "250", - "ss_num_reg_images": "0", - "ss_num_train_images": "307", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 21, + "ss_num_epochs": 250, + "ss_num_reg_images": 0, + "ss_num_train_images": 307, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "51759889", - "ss_session_id": "1135304123", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 51759889, + "ss_session_id": 1135304123, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_furry_sticker": { "' written in it.": 1, @@ -680,14 +680,14 @@ "zzz": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712197186.7336123", - "ss_training_started_at": "1712167194.3530395", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712197186.7336123, + "ss_training_started_at": 1712167194.3530395, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "c6d26707", "sshs_model_hash": "ac07fc412d17fdf6e146f62e83f058bca5dc93c3efa8ba6f50c384f636176fa8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-1.64_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-1.64_spn_lora0.50_spn_ckpt0.50_size32.0.json index d83d6e0627531e5361935feb44d0e49ce0f7fe3d..86efcb99e7c30ba024a624e771d976a7ef0a1864 100644 --- a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-1.64_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-1.64_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.0016340834072827363 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_furry_sticker": { "img_count": 307, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -101,29 +101,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "21", - "ss_num_epochs": "250", - "ss_num_reg_images": "0", - "ss_num_train_images": "307", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 21, + "ss_num_epochs": 250, + "ss_num_reg_images": 0, + "ss_num_train_images": 307, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "51759889", - "ss_session_id": "1135304123", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 51759889, + "ss_session_id": 1135304123, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_furry_sticker": { "' written in it.": 1, @@ -680,14 +680,14 @@ "zzz": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712197186.7336123", - "ss_training_started_at": "1712167194.3530395", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712197186.7336123, + "ss_training_started_at": 1712167194.3530395, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "c6d26707", "sshs_model_hash": "ac07fc412d17fdf6e146f62e83f058bca5dc93c3efa8ba6f50c384f636176fa8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-1.83_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-1.83_spn_ckpt1.00_size8.0.json index d83d6e0627531e5361935feb44d0e49ce0f7fe3d..86efcb99e7c30ba024a624e771d976a7ef0a1864 100644 --- a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-1.83_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-1.83_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.0016340834072827363 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_furry_sticker": { "img_count": 307, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -101,29 +101,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "21", - "ss_num_epochs": "250", - "ss_num_reg_images": "0", - "ss_num_train_images": "307", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 21, + "ss_num_epochs": 250, + "ss_num_reg_images": 0, + "ss_num_train_images": 307, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "51759889", - "ss_session_id": "1135304123", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 51759889, + "ss_session_id": 1135304123, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_furry_sticker": { "' written in it.": 1, @@ -680,14 +680,14 @@ "zzz": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712197186.7336123", - "ss_training_started_at": "1712167194.3530395", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712197186.7336123, + "ss_training_started_at": 1712167194.3530395, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "c6d26707", "sshs_model_hash": "ac07fc412d17fdf6e146f62e83f058bca5dc93c3efa8ba6f50c384f636176fa8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-1.99_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-1.99_spn_ckpt1.00_size12.0.json index d83d6e0627531e5361935feb44d0e49ce0f7fe3d..86efcb99e7c30ba024a624e771d976a7ef0a1864 100644 --- a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-1.99_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-1.99_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.0016340834072827363 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_furry_sticker": { "img_count": 307, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -101,29 +101,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "21", - "ss_num_epochs": "250", - "ss_num_reg_images": "0", - "ss_num_train_images": "307", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 21, + "ss_num_epochs": 250, + "ss_num_reg_images": 0, + "ss_num_train_images": 307, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "51759889", - "ss_session_id": "1135304123", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 51759889, + "ss_session_id": 1135304123, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_furry_sticker": { "' written in it.": 1, @@ -680,14 +680,14 @@ "zzz": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712197186.7336123", - "ss_training_started_at": "1712167194.3530395", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712197186.7336123, + "ss_training_started_at": 1712167194.3530395, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "c6d26707", "sshs_model_hash": "ac07fc412d17fdf6e146f62e83f058bca5dc93c3efa8ba6f50c384f636176fa8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.04_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.04_spn_ckpt1.00_size14.0.json index d83d6e0627531e5361935feb44d0e49ce0f7fe3d..86efcb99e7c30ba024a624e771d976a7ef0a1864 100644 --- a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.04_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.04_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.0016340834072827363 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_furry_sticker": { "img_count": 307, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -101,29 +101,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "21", - "ss_num_epochs": "250", - "ss_num_reg_images": "0", - "ss_num_train_images": "307", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 21, + "ss_num_epochs": 250, + "ss_num_reg_images": 0, + "ss_num_train_images": 307, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "51759889", - "ss_session_id": "1135304123", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 51759889, + "ss_session_id": 1135304123, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_furry_sticker": { "' written in it.": 1, @@ -680,14 +680,14 @@ "zzz": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712197186.7336123", - "ss_training_started_at": "1712167194.3530395", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712197186.7336123, + "ss_training_started_at": 1712167194.3530395, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "c6d26707", "sshs_model_hash": "ac07fc412d17fdf6e146f62e83f058bca5dc93c3efa8ba6f50c384f636176fa8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.10_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.10_spn_ckpt1.00_size16.0.json index d83d6e0627531e5361935feb44d0e49ce0f7fe3d..86efcb99e7c30ba024a624e771d976a7ef0a1864 100644 --- a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.10_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.10_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.0016340834072827363 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_furry_sticker": { "img_count": 307, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -101,29 +101,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "21", - "ss_num_epochs": "250", - "ss_num_reg_images": "0", - "ss_num_train_images": "307", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 21, + "ss_num_epochs": 250, + "ss_num_reg_images": 0, + "ss_num_train_images": 307, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "51759889", - "ss_session_id": "1135304123", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 51759889, + "ss_session_id": 1135304123, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_furry_sticker": { "' written in it.": 1, @@ -680,14 +680,14 @@ "zzz": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712197186.7336123", - "ss_training_started_at": "1712167194.3530395", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712197186.7336123, + "ss_training_started_at": 1712167194.3530395, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "c6d26707", "sshs_model_hash": "ac07fc412d17fdf6e146f62e83f058bca5dc93c3efa8ba6f50c384f636176fa8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.15_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.15_spn_ckpt1.00_size18.0.json index d83d6e0627531e5361935feb44d0e49ce0f7fe3d..86efcb99e7c30ba024a624e771d976a7ef0a1864 100644 --- a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.15_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.15_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.0016340834072827363 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_furry_sticker": { "img_count": 307, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -101,29 +101,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "21", - "ss_num_epochs": "250", - "ss_num_reg_images": "0", - "ss_num_train_images": "307", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 21, + "ss_num_epochs": 250, + "ss_num_reg_images": 0, + "ss_num_train_images": 307, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "51759889", - "ss_session_id": "1135304123", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 51759889, + "ss_session_id": 1135304123, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_furry_sticker": { "' written in it.": 1, @@ -680,14 +680,14 @@ "zzz": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712197186.7336123", - "ss_training_started_at": "1712167194.3530395", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712197186.7336123, + "ss_training_started_at": 1712167194.3530395, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "c6d26707", "sshs_model_hash": "ac07fc412d17fdf6e146f62e83f058bca5dc93c3efa8ba6f50c384f636176fa8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.19_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.19_spn_ckpt1.00_size20.0.json index d83d6e0627531e5361935feb44d0e49ce0f7fe3d..86efcb99e7c30ba024a624e771d976a7ef0a1864 100644 --- a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.19_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.19_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.0016340834072827363 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_furry_sticker": { "img_count": 307, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -101,29 +101,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "21", - "ss_num_epochs": "250", - "ss_num_reg_images": "0", - "ss_num_train_images": "307", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 21, + "ss_num_epochs": 250, + "ss_num_reg_images": 0, + "ss_num_train_images": 307, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "51759889", - "ss_session_id": "1135304123", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 51759889, + "ss_session_id": 1135304123, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_furry_sticker": { "' written in it.": 1, @@ -680,14 +680,14 @@ "zzz": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712197186.7336123", - "ss_training_started_at": "1712167194.3530395", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712197186.7336123, + "ss_training_started_at": 1712167194.3530395, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "c6d26707", "sshs_model_hash": "ac07fc412d17fdf6e146f62e83f058bca5dc93c3efa8ba6f50c384f636176fa8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.24_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.24_spn_ckpt1.00_size22.0.json index d83d6e0627531e5361935feb44d0e49ce0f7fe3d..86efcb99e7c30ba024a624e771d976a7ef0a1864 100644 --- a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.24_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.24_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.0016340834072827363 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_furry_sticker": { "img_count": 307, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -101,29 +101,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "21", - "ss_num_epochs": "250", - "ss_num_reg_images": "0", - "ss_num_train_images": "307", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 21, + "ss_num_epochs": 250, + "ss_num_reg_images": 0, + "ss_num_train_images": 307, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "51759889", - "ss_session_id": "1135304123", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 51759889, + "ss_session_id": 1135304123, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_furry_sticker": { "' written in it.": 1, @@ -680,14 +680,14 @@ "zzz": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712197186.7336123", - "ss_training_started_at": "1712167194.3530395", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712197186.7336123, + "ss_training_started_at": 1712167194.3530395, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "c6d26707", "sshs_model_hash": "ac07fc412d17fdf6e146f62e83f058bca5dc93c3efa8ba6f50c384f636176fa8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.27_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.27_spn_ckpt1.00_size24.0.json index d83d6e0627531e5361935feb44d0e49ce0f7fe3d..86efcb99e7c30ba024a624e771d976a7ef0a1864 100644 --- a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.27_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.27_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.0016340834072827363 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_furry_sticker": { "img_count": 307, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -101,29 +101,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "21", - "ss_num_epochs": "250", - "ss_num_reg_images": "0", - "ss_num_train_images": "307", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 21, + "ss_num_epochs": 250, + "ss_num_reg_images": 0, + "ss_num_train_images": 307, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "51759889", - "ss_session_id": "1135304123", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 51759889, + "ss_session_id": 1135304123, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_furry_sticker": { "' written in it.": 1, @@ -680,14 +680,14 @@ "zzz": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712197186.7336123", - "ss_training_started_at": "1712167194.3530395", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712197186.7336123, + "ss_training_started_at": 1712167194.3530395, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "c6d26707", "sshs_model_hash": "ac07fc412d17fdf6e146f62e83f058bca5dc93c3efa8ba6f50c384f636176fa8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.41_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.41_spn_ckpt1.00_size32.0.json index d83d6e0627531e5361935feb44d0e49ce0f7fe3d..86efcb99e7c30ba024a624e771d976a7ef0a1864 100644 --- a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.41_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.41_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.0016340834072827363 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_furry_sticker": { "img_count": 307, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -101,29 +101,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "21", - "ss_num_epochs": "250", - "ss_num_reg_images": "0", - "ss_num_train_images": "307", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 21, + "ss_num_epochs": 250, + "ss_num_reg_images": 0, + "ss_num_train_images": 307, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "51759889", - "ss_session_id": "1135304123", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 51759889, + "ss_session_id": 1135304123, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_furry_sticker": { "' written in it.": 1, @@ -680,14 +680,14 @@ "zzz": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712197186.7336123", - "ss_training_started_at": "1712167194.3530395", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712197186.7336123, + "ss_training_started_at": 1712167194.3530395, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "c6d26707", "sshs_model_hash": "ac07fc412d17fdf6e146f62e83f058bca5dc93c3efa8ba6f50c384f636176fa8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.42_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.42_fro_ckpt1.00_size4.0.json index d83d6e0627531e5361935feb44d0e49ce0f7fe3d..86efcb99e7c30ba024a624e771d976a7ef0a1864 100644 --- a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.42_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.42_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.0016340834072827363 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_furry_sticker": { "img_count": 307, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -101,29 +101,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "21", - "ss_num_epochs": "250", - "ss_num_reg_images": "0", - "ss_num_train_images": "307", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 21, + "ss_num_epochs": 250, + "ss_num_reg_images": 0, + "ss_num_train_images": 307, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "51759889", - "ss_session_id": "1135304123", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 51759889, + "ss_session_id": 1135304123, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_furry_sticker": { "' written in it.": 1, @@ -680,14 +680,14 @@ "zzz": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712197186.7336123", - "ss_training_started_at": "1712167194.3530395", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712197186.7336123, + "ss_training_started_at": 1712167194.3530395, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "c6d26707", "sshs_model_hash": "ac07fc412d17fdf6e146f62e83f058bca5dc93c3efa8ba6f50c384f636176fa8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.75_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.75_fro_ckpt1.00_size8.0.json index d83d6e0627531e5361935feb44d0e49ce0f7fe3d..86efcb99e7c30ba024a624e771d976a7ef0a1864 100644 --- a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.75_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.75_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.0016340834072827363 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_furry_sticker": { "img_count": 307, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -101,29 +101,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "21", - "ss_num_epochs": "250", - "ss_num_reg_images": "0", - "ss_num_train_images": "307", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 21, + "ss_num_epochs": 250, + "ss_num_reg_images": 0, + "ss_num_train_images": 307, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "51759889", - "ss_session_id": "1135304123", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 51759889, + "ss_session_id": 1135304123, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_furry_sticker": { "' written in it.": 1, @@ -680,14 +680,14 @@ "zzz": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712197186.7336123", - "ss_training_started_at": "1712167194.3530395", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712197186.7336123, + "ss_training_started_at": 1712167194.3530395, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "c6d26707", "sshs_model_hash": "ac07fc412d17fdf6e146f62e83f058bca5dc93c3efa8ba6f50c384f636176fa8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.92_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.92_fro_ckpt1.00_size12.0.json index d83d6e0627531e5361935feb44d0e49ce0f7fe3d..86efcb99e7c30ba024a624e771d976a7ef0a1864 100644 --- a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.92_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.92_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.0016340834072827363 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_furry_sticker": { "img_count": 307, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -101,29 +101,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "21", - "ss_num_epochs": "250", - "ss_num_reg_images": "0", - "ss_num_train_images": "307", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 21, + "ss_num_epochs": 250, + "ss_num_reg_images": 0, + "ss_num_train_images": 307, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "51759889", - "ss_session_id": "1135304123", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 51759889, + "ss_session_id": 1135304123, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_furry_sticker": { "' written in it.": 1, @@ -680,14 +680,14 @@ "zzz": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712197186.7336123", - "ss_training_started_at": "1712167194.3530395", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712197186.7336123, + "ss_training_started_at": 1712167194.3530395, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "c6d26707", "sshs_model_hash": "ac07fc412d17fdf6e146f62e83f058bca5dc93c3efa8ba6f50c384f636176fa8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.98_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.98_fro_ckpt1.00_size14.0.json index d83d6e0627531e5361935feb44d0e49ce0f7fe3d..86efcb99e7c30ba024a624e771d976a7ef0a1864 100644 --- a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.98_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-2.98_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.0016340834072827363 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_furry_sticker": { "img_count": 307, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -101,29 +101,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "21", - "ss_num_epochs": "250", - "ss_num_reg_images": "0", - "ss_num_train_images": "307", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 21, + "ss_num_epochs": 250, + "ss_num_reg_images": 0, + "ss_num_train_images": 307, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "51759889", - "ss_session_id": "1135304123", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 51759889, + "ss_session_id": 1135304123, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_furry_sticker": { "' written in it.": 1, @@ -680,14 +680,14 @@ "zzz": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712197186.7336123", - "ss_training_started_at": "1712167194.3530395", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712197186.7336123, + "ss_training_started_at": 1712167194.3530395, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "c6d26707", "sshs_model_hash": "ac07fc412d17fdf6e146f62e83f058bca5dc93c3efa8ba6f50c384f636176fa8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-3.03_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-3.03_fro_ckpt1.00_size16.0.json index d83d6e0627531e5361935feb44d0e49ce0f7fe3d..86efcb99e7c30ba024a624e771d976a7ef0a1864 100644 --- a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-3.03_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-3.03_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.0016340834072827363 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_furry_sticker": { "img_count": 307, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -101,29 +101,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "21", - "ss_num_epochs": "250", - "ss_num_reg_images": "0", - "ss_num_train_images": "307", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 21, + "ss_num_epochs": 250, + "ss_num_reg_images": 0, + "ss_num_train_images": 307, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "51759889", - "ss_session_id": "1135304123", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 51759889, + "ss_session_id": 1135304123, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_furry_sticker": { "' written in it.": 1, @@ -680,14 +680,14 @@ "zzz": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712197186.7336123", - "ss_training_started_at": "1712167194.3530395", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712197186.7336123, + "ss_training_started_at": 1712167194.3530395, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "c6d26707", "sshs_model_hash": "ac07fc412d17fdf6e146f62e83f058bca5dc93c3efa8ba6f50c384f636176fa8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-3.08_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-3.08_fro_ckpt1.00_size18.0.json index d83d6e0627531e5361935feb44d0e49ce0f7fe3d..86efcb99e7c30ba024a624e771d976a7ef0a1864 100644 --- a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-3.08_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-3.08_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.0016340834072827363 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_furry_sticker": { "img_count": 307, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -101,29 +101,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "21", - "ss_num_epochs": "250", - "ss_num_reg_images": "0", - "ss_num_train_images": "307", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 21, + "ss_num_epochs": 250, + "ss_num_reg_images": 0, + "ss_num_train_images": 307, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "51759889", - "ss_session_id": "1135304123", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 51759889, + "ss_session_id": 1135304123, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_furry_sticker": { "' written in it.": 1, @@ -680,14 +680,14 @@ "zzz": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712197186.7336123", - "ss_training_started_at": "1712167194.3530395", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712197186.7336123, + "ss_training_started_at": 1712167194.3530395, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "c6d26707", "sshs_model_hash": "ac07fc412d17fdf6e146f62e83f058bca5dc93c3efa8ba6f50c384f636176fa8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-3.12_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-3.12_fro_ckpt1.00_size20.0.json index d83d6e0627531e5361935feb44d0e49ce0f7fe3d..86efcb99e7c30ba024a624e771d976a7ef0a1864 100644 --- a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-3.12_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-3.12_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.0016340834072827363 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_furry_sticker": { "img_count": 307, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -101,29 +101,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "21", - "ss_num_epochs": "250", - "ss_num_reg_images": "0", - "ss_num_train_images": "307", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 21, + "ss_num_epochs": 250, + "ss_num_reg_images": 0, + "ss_num_train_images": 307, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "51759889", - "ss_session_id": "1135304123", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 51759889, + "ss_session_id": 1135304123, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_furry_sticker": { "' written in it.": 1, @@ -680,14 +680,14 @@ "zzz": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712197186.7336123", - "ss_training_started_at": "1712167194.3530395", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712197186.7336123, + "ss_training_started_at": 1712167194.3530395, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "c6d26707", "sshs_model_hash": "ac07fc412d17fdf6e146f62e83f058bca5dc93c3efa8ba6f50c384f636176fa8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-3.15_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-3.15_fro_ckpt1.00_size22.0.json index d83d6e0627531e5361935feb44d0e49ce0f7fe3d..86efcb99e7c30ba024a624e771d976a7ef0a1864 100644 --- a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-3.15_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-3.15_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.0016340834072827363 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_furry_sticker": { "img_count": 307, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -101,29 +101,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "21", - "ss_num_epochs": "250", - "ss_num_reg_images": "0", - "ss_num_train_images": "307", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 21, + "ss_num_epochs": 250, + "ss_num_reg_images": 0, + "ss_num_train_images": 307, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "51759889", - "ss_session_id": "1135304123", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 51759889, + "ss_session_id": 1135304123, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_furry_sticker": { "' written in it.": 1, @@ -680,14 +680,14 @@ "zzz": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712197186.7336123", - "ss_training_started_at": "1712167194.3530395", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712197186.7336123, + "ss_training_started_at": 1712167194.3530395, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "c6d26707", "sshs_model_hash": "ac07fc412d17fdf6e146f62e83f058bca5dc93c3efa8ba6f50c384f636176fa8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-3.19_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-3.19_fro_ckpt1.00_size24.0.json index d83d6e0627531e5361935feb44d0e49ce0f7fe3d..86efcb99e7c30ba024a624e771d976a7ef0a1864 100644 --- a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-3.19_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-3.19_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.0016340834072827363 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_furry_sticker": { "img_count": 307, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -101,29 +101,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "21", - "ss_num_epochs": "250", - "ss_num_reg_images": "0", - "ss_num_train_images": "307", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 21, + "ss_num_epochs": 250, + "ss_num_reg_images": 0, + "ss_num_train_images": 307, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "51759889", - "ss_session_id": "1135304123", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 51759889, + "ss_session_id": 1135304123, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_furry_sticker": { "' written in it.": 1, @@ -680,14 +680,14 @@ "zzz": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712197186.7336123", - "ss_training_started_at": "1712167194.3530395", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712197186.7336123, + "ss_training_started_at": 1712167194.3530395, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "c6d26707", "sshs_model_hash": "ac07fc412d17fdf6e146f62e83f058bca5dc93c3efa8ba6f50c384f636176fa8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-3.31_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-3.31_fro_ckpt1.00_size32.0.json index d83d6e0627531e5361935feb44d0e49ce0f7fe3d..86efcb99e7c30ba024a624e771d976a7ef0a1864 100644 --- a/ponyxl_loras_shrunk/furry_sticker-v1e250_th-3.31_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/furry_sticker-v1e250_th-3.31_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.0016340834072827363 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_furry_sticker": { "img_count": 307, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "250", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 250, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -101,29 +101,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "21", - "ss_num_epochs": "250", - "ss_num_reg_images": "0", - "ss_num_train_images": "307", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 21, + "ss_num_epochs": 250, + "ss_num_reg_images": 0, + "ss_num_train_images": 307, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "51759889", - "ss_session_id": "1135304123", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 51759889, + "ss_session_id": 1135304123, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_furry_sticker": { "' written in it.": 1, @@ -680,14 +680,14 @@ "zzz": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712197186.7336123", - "ss_training_started_at": "1712167194.3530395", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712197186.7336123, + "ss_training_started_at": 1712167194.3530395, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "c6d26707", "sshs_model_hash": "ac07fc412d17fdf6e146f62e83f058bca5dc93c3efa8ba6f50c384f636176fa8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/goronic-v1e1_th-0.83_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/goronic-v1e1_th-0.83_spn_lora0.50_spn_ckpt0.50_size4.0.json index c1e0854b973425f9dc9a29cad9c5fcf121afeb1b..a894721a19e3f7d9a73cda91cf183d8415fc6310 100644 --- a/ponyxl_loras_shrunk/goronic-v1e1_th-0.83_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/goronic-v1e1_th-0.83_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "3", + "ss_batch_size_per_device": 3, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.00537791194547487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1322_goronic": { "img_count": 15, "n_repeats": 1322 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "276", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 276, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -134,29 +134,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3307", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "19830", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3307, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 19830, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2817201487", - "ss_session_id": "3393540566", - "ss_shuffle_caption": "False", - "ss_steps": "276", + "ss_seed": 2817201487, + "ss_session_id": 3393540566, + "ss_shuffle_caption": false, + "ss_steps": 276, "ss_tag_frequency": { "1322_goronic": { "1 1": 1, @@ -429,14 +429,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", - "ss_training_comment": "None", - "ss_training_finished_at": "1707106046.6093004", - "ss_training_started_at": "1707089414.1322262", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, + "ss_training_comment": null, + "ss_training_finished_at": 1707106046.6093004, + "ss_training_started_at": 1707089414.1322262, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0249352e", "sshs_model_hash": "965b2076a125e08de90779783f8e9025880d5a58c7fc1d806cccc3feab75224a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/goronic-v1e1_th-1.07_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/goronic-v1e1_th-1.07_spn_lora0.50_spn_ckpt0.50_size8.0.json index c1e0854b973425f9dc9a29cad9c5fcf121afeb1b..a894721a19e3f7d9a73cda91cf183d8415fc6310 100644 --- a/ponyxl_loras_shrunk/goronic-v1e1_th-1.07_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/goronic-v1e1_th-1.07_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "3", + "ss_batch_size_per_device": 3, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.00537791194547487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1322_goronic": { "img_count": 15, "n_repeats": 1322 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "276", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 276, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -134,29 +134,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3307", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "19830", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3307, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 19830, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2817201487", - "ss_session_id": "3393540566", - "ss_shuffle_caption": "False", - "ss_steps": "276", + "ss_seed": 2817201487, + "ss_session_id": 3393540566, + "ss_shuffle_caption": false, + "ss_steps": 276, "ss_tag_frequency": { "1322_goronic": { "1 1": 1, @@ -429,14 +429,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", - "ss_training_comment": "None", - "ss_training_finished_at": "1707106046.6093004", - "ss_training_started_at": "1707089414.1322262", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, + "ss_training_comment": null, + "ss_training_finished_at": 1707106046.6093004, + "ss_training_started_at": 1707089414.1322262, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0249352e", "sshs_model_hash": "965b2076a125e08de90779783f8e9025880d5a58c7fc1d806cccc3feab75224a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/goronic-v1e1_th-1.20_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/goronic-v1e1_th-1.20_spn_lora0.50_spn_ckpt0.50_size12.0.json index c1e0854b973425f9dc9a29cad9c5fcf121afeb1b..a894721a19e3f7d9a73cda91cf183d8415fc6310 100644 --- a/ponyxl_loras_shrunk/goronic-v1e1_th-1.20_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/goronic-v1e1_th-1.20_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "3", + "ss_batch_size_per_device": 3, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.00537791194547487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1322_goronic": { "img_count": 15, "n_repeats": 1322 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "276", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 276, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -134,29 +134,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3307", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "19830", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3307, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 19830, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2817201487", - "ss_session_id": "3393540566", - "ss_shuffle_caption": "False", - "ss_steps": "276", + "ss_seed": 2817201487, + "ss_session_id": 3393540566, + "ss_shuffle_caption": false, + "ss_steps": 276, "ss_tag_frequency": { "1322_goronic": { "1 1": 1, @@ -429,14 +429,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", - "ss_training_comment": "None", - "ss_training_finished_at": "1707106046.6093004", - "ss_training_started_at": "1707089414.1322262", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, + "ss_training_comment": null, + "ss_training_finished_at": 1707106046.6093004, + "ss_training_started_at": 1707089414.1322262, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0249352e", "sshs_model_hash": "965b2076a125e08de90779783f8e9025880d5a58c7fc1d806cccc3feab75224a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/goronic-v1e1_th-1.40_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/goronic-v1e1_th-1.40_spn_lora0.50_spn_ckpt0.50_size24.0.json index c1e0854b973425f9dc9a29cad9c5fcf121afeb1b..a894721a19e3f7d9a73cda91cf183d8415fc6310 100644 --- a/ponyxl_loras_shrunk/goronic-v1e1_th-1.40_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/goronic-v1e1_th-1.40_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "3", + "ss_batch_size_per_device": 3, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.00537791194547487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1322_goronic": { "img_count": 15, "n_repeats": 1322 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "276", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 276, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -134,29 +134,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3307", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "19830", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3307, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 19830, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2817201487", - "ss_session_id": "3393540566", - "ss_shuffle_caption": "False", - "ss_steps": "276", + "ss_seed": 2817201487, + "ss_session_id": 3393540566, + "ss_shuffle_caption": false, + "ss_steps": 276, "ss_tag_frequency": { "1322_goronic": { "1 1": 1, @@ -429,14 +429,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", - "ss_training_comment": "None", - "ss_training_finished_at": "1707106046.6093004", - "ss_training_started_at": "1707089414.1322262", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, + "ss_training_comment": null, + "ss_training_finished_at": 1707106046.6093004, + "ss_training_started_at": 1707089414.1322262, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0249352e", "sshs_model_hash": "965b2076a125e08de90779783f8e9025880d5a58c7fc1d806cccc3feab75224a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/goronic-v1e1_th-1.50_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/goronic-v1e1_th-1.50_spn_lora0.50_spn_ckpt0.50_size32.0.json index c1e0854b973425f9dc9a29cad9c5fcf121afeb1b..a894721a19e3f7d9a73cda91cf183d8415fc6310 100644 --- a/ponyxl_loras_shrunk/goronic-v1e1_th-1.50_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/goronic-v1e1_th-1.50_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "3", + "ss_batch_size_per_device": 3, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.00537791194547487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1322_goronic": { "img_count": 15, "n_repeats": 1322 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "276", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 276, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -134,29 +134,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3307", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "19830", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3307, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 19830, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2817201487", - "ss_session_id": "3393540566", - "ss_shuffle_caption": "False", - "ss_steps": "276", + "ss_seed": 2817201487, + "ss_session_id": 3393540566, + "ss_shuffle_caption": false, + "ss_steps": 276, "ss_tag_frequency": { "1322_goronic": { "1 1": 1, @@ -429,14 +429,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", - "ss_training_comment": "None", - "ss_training_finished_at": "1707106046.6093004", - "ss_training_started_at": "1707089414.1322262", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, + "ss_training_comment": null, + "ss_training_finished_at": 1707106046.6093004, + "ss_training_started_at": 1707089414.1322262, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0249352e", "sshs_model_hash": "965b2076a125e08de90779783f8e9025880d5a58c7fc1d806cccc3feab75224a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/goronic-v1e1_th-1.62_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/goronic-v1e1_th-1.62_spn_ckpt1.00_size4.0.json index c1e0854b973425f9dc9a29cad9c5fcf121afeb1b..a894721a19e3f7d9a73cda91cf183d8415fc6310 100644 --- a/ponyxl_loras_shrunk/goronic-v1e1_th-1.62_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/goronic-v1e1_th-1.62_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "3", + "ss_batch_size_per_device": 3, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.00537791194547487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1322_goronic": { "img_count": 15, "n_repeats": 1322 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "276", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 276, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -134,29 +134,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3307", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "19830", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3307, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 19830, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2817201487", - "ss_session_id": "3393540566", - "ss_shuffle_caption": "False", - "ss_steps": "276", + "ss_seed": 2817201487, + "ss_session_id": 3393540566, + "ss_shuffle_caption": false, + "ss_steps": 276, "ss_tag_frequency": { "1322_goronic": { "1 1": 1, @@ -429,14 +429,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", - "ss_training_comment": "None", - "ss_training_finished_at": "1707106046.6093004", - "ss_training_started_at": "1707089414.1322262", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, + "ss_training_comment": null, + "ss_training_finished_at": 1707106046.6093004, + "ss_training_started_at": 1707089414.1322262, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0249352e", "sshs_model_hash": "965b2076a125e08de90779783f8e9025880d5a58c7fc1d806cccc3feab75224a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/goronic-v1e1_th-1.86_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/goronic-v1e1_th-1.86_spn_ckpt1.00_size8.0.json index c1e0854b973425f9dc9a29cad9c5fcf121afeb1b..a894721a19e3f7d9a73cda91cf183d8415fc6310 100644 --- a/ponyxl_loras_shrunk/goronic-v1e1_th-1.86_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/goronic-v1e1_th-1.86_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "3", + "ss_batch_size_per_device": 3, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.00537791194547487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1322_goronic": { "img_count": 15, "n_repeats": 1322 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "276", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 276, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -134,29 +134,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3307", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "19830", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3307, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 19830, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2817201487", - "ss_session_id": "3393540566", - "ss_shuffle_caption": "False", - "ss_steps": "276", + "ss_seed": 2817201487, + "ss_session_id": 3393540566, + "ss_shuffle_caption": false, + "ss_steps": 276, "ss_tag_frequency": { "1322_goronic": { "1 1": 1, @@ -429,14 +429,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", - "ss_training_comment": "None", - "ss_training_finished_at": "1707106046.6093004", - "ss_training_started_at": "1707089414.1322262", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, + "ss_training_comment": null, + "ss_training_finished_at": 1707106046.6093004, + "ss_training_started_at": 1707089414.1322262, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0249352e", "sshs_model_hash": "965b2076a125e08de90779783f8e9025880d5a58c7fc1d806cccc3feab75224a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/goronic-v1e1_th-2.00_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/goronic-v1e1_th-2.00_spn_ckpt1.00_size12.0.json index c1e0854b973425f9dc9a29cad9c5fcf121afeb1b..a894721a19e3f7d9a73cda91cf183d8415fc6310 100644 --- a/ponyxl_loras_shrunk/goronic-v1e1_th-2.00_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/goronic-v1e1_th-2.00_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "3", + "ss_batch_size_per_device": 3, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.00537791194547487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1322_goronic": { "img_count": 15, "n_repeats": 1322 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "276", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 276, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -134,29 +134,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3307", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "19830", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3307, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 19830, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2817201487", - "ss_session_id": "3393540566", - "ss_shuffle_caption": "False", - "ss_steps": "276", + "ss_seed": 2817201487, + "ss_session_id": 3393540566, + "ss_shuffle_caption": false, + "ss_steps": 276, "ss_tag_frequency": { "1322_goronic": { "1 1": 1, @@ -429,14 +429,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", - "ss_training_comment": "None", - "ss_training_finished_at": "1707106046.6093004", - "ss_training_started_at": "1707089414.1322262", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, + "ss_training_comment": null, + "ss_training_finished_at": 1707106046.6093004, + "ss_training_started_at": 1707089414.1322262, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0249352e", "sshs_model_hash": "965b2076a125e08de90779783f8e9025880d5a58c7fc1d806cccc3feab75224a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/goronic-v1e1_th-2.05_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/goronic-v1e1_th-2.05_spn_ckpt1.00_size14.0.json index c1e0854b973425f9dc9a29cad9c5fcf121afeb1b..a894721a19e3f7d9a73cda91cf183d8415fc6310 100644 --- a/ponyxl_loras_shrunk/goronic-v1e1_th-2.05_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/goronic-v1e1_th-2.05_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "3", + "ss_batch_size_per_device": 3, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.00537791194547487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1322_goronic": { "img_count": 15, "n_repeats": 1322 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "276", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 276, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -134,29 +134,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3307", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "19830", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3307, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 19830, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2817201487", - "ss_session_id": "3393540566", - "ss_shuffle_caption": "False", - "ss_steps": "276", + "ss_seed": 2817201487, + "ss_session_id": 3393540566, + "ss_shuffle_caption": false, + "ss_steps": 276, "ss_tag_frequency": { "1322_goronic": { "1 1": 1, @@ -429,14 +429,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", - "ss_training_comment": "None", - "ss_training_finished_at": "1707106046.6093004", - "ss_training_started_at": "1707089414.1322262", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, + "ss_training_comment": null, + "ss_training_finished_at": 1707106046.6093004, + "ss_training_started_at": 1707089414.1322262, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0249352e", "sshs_model_hash": "965b2076a125e08de90779783f8e9025880d5a58c7fc1d806cccc3feab75224a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/goronic-v1e1_th-2.09_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/goronic-v1e1_th-2.09_spn_ckpt1.00_size16.0.json index c1e0854b973425f9dc9a29cad9c5fcf121afeb1b..a894721a19e3f7d9a73cda91cf183d8415fc6310 100644 --- a/ponyxl_loras_shrunk/goronic-v1e1_th-2.09_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/goronic-v1e1_th-2.09_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "3", + "ss_batch_size_per_device": 3, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.00537791194547487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1322_goronic": { "img_count": 15, "n_repeats": 1322 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "276", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 276, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -134,29 +134,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3307", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "19830", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3307, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 19830, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2817201487", - "ss_session_id": "3393540566", - "ss_shuffle_caption": "False", - "ss_steps": "276", + "ss_seed": 2817201487, + "ss_session_id": 3393540566, + "ss_shuffle_caption": false, + "ss_steps": 276, "ss_tag_frequency": { "1322_goronic": { "1 1": 1, @@ -429,14 +429,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", - "ss_training_comment": "None", - "ss_training_finished_at": "1707106046.6093004", - "ss_training_started_at": "1707089414.1322262", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, + "ss_training_comment": null, + "ss_training_finished_at": 1707106046.6093004, + "ss_training_started_at": 1707089414.1322262, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0249352e", "sshs_model_hash": "965b2076a125e08de90779783f8e9025880d5a58c7fc1d806cccc3feab75224a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/goronic-v1e1_th-2.13_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/goronic-v1e1_th-2.13_spn_ckpt1.00_size18.0.json index c1e0854b973425f9dc9a29cad9c5fcf121afeb1b..a894721a19e3f7d9a73cda91cf183d8415fc6310 100644 --- a/ponyxl_loras_shrunk/goronic-v1e1_th-2.13_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/goronic-v1e1_th-2.13_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "3", + "ss_batch_size_per_device": 3, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.00537791194547487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1322_goronic": { "img_count": 15, "n_repeats": 1322 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "276", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 276, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -134,29 +134,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3307", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "19830", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3307, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 19830, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2817201487", - "ss_session_id": "3393540566", - "ss_shuffle_caption": "False", - "ss_steps": "276", + "ss_seed": 2817201487, + "ss_session_id": 3393540566, + "ss_shuffle_caption": false, + "ss_steps": 276, "ss_tag_frequency": { "1322_goronic": { "1 1": 1, @@ -429,14 +429,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", - "ss_training_comment": "None", - "ss_training_finished_at": "1707106046.6093004", - "ss_training_started_at": "1707089414.1322262", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, + "ss_training_comment": null, + "ss_training_finished_at": 1707106046.6093004, + "ss_training_started_at": 1707089414.1322262, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0249352e", "sshs_model_hash": "965b2076a125e08de90779783f8e9025880d5a58c7fc1d806cccc3feab75224a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/goronic-v1e1_th-2.17_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/goronic-v1e1_th-2.17_spn_ckpt1.00_size20.0.json index c1e0854b973425f9dc9a29cad9c5fcf121afeb1b..a894721a19e3f7d9a73cda91cf183d8415fc6310 100644 --- a/ponyxl_loras_shrunk/goronic-v1e1_th-2.17_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/goronic-v1e1_th-2.17_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "3", + "ss_batch_size_per_device": 3, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.00537791194547487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1322_goronic": { "img_count": 15, "n_repeats": 1322 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "276", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 276, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -134,29 +134,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3307", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "19830", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3307, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 19830, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2817201487", - "ss_session_id": "3393540566", - "ss_shuffle_caption": "False", - "ss_steps": "276", + "ss_seed": 2817201487, + "ss_session_id": 3393540566, + "ss_shuffle_caption": false, + "ss_steps": 276, "ss_tag_frequency": { "1322_goronic": { "1 1": 1, @@ -429,14 +429,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", - "ss_training_comment": "None", - "ss_training_finished_at": "1707106046.6093004", - "ss_training_started_at": "1707089414.1322262", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, + "ss_training_comment": null, + "ss_training_finished_at": 1707106046.6093004, + "ss_training_started_at": 1707089414.1322262, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0249352e", "sshs_model_hash": "965b2076a125e08de90779783f8e9025880d5a58c7fc1d806cccc3feab75224a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/goronic-v1e1_th-2.20_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/goronic-v1e1_th-2.20_spn_ckpt1.00_size22.0.json index c1e0854b973425f9dc9a29cad9c5fcf121afeb1b..a894721a19e3f7d9a73cda91cf183d8415fc6310 100644 --- a/ponyxl_loras_shrunk/goronic-v1e1_th-2.20_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/goronic-v1e1_th-2.20_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "3", + "ss_batch_size_per_device": 3, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.00537791194547487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1322_goronic": { "img_count": 15, "n_repeats": 1322 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "276", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 276, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -134,29 +134,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3307", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "19830", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3307, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 19830, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2817201487", - "ss_session_id": "3393540566", - "ss_shuffle_caption": "False", - "ss_steps": "276", + "ss_seed": 2817201487, + "ss_session_id": 3393540566, + "ss_shuffle_caption": false, + "ss_steps": 276, "ss_tag_frequency": { "1322_goronic": { "1 1": 1, @@ -429,14 +429,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", - "ss_training_comment": "None", - "ss_training_finished_at": "1707106046.6093004", - "ss_training_started_at": "1707089414.1322262", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, + "ss_training_comment": null, + "ss_training_finished_at": 1707106046.6093004, + "ss_training_started_at": 1707089414.1322262, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0249352e", "sshs_model_hash": "965b2076a125e08de90779783f8e9025880d5a58c7fc1d806cccc3feab75224a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/goronic-v1e1_th-2.24_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/goronic-v1e1_th-2.24_spn_ckpt1.00_size24.0.json index c1e0854b973425f9dc9a29cad9c5fcf121afeb1b..a894721a19e3f7d9a73cda91cf183d8415fc6310 100644 --- a/ponyxl_loras_shrunk/goronic-v1e1_th-2.24_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/goronic-v1e1_th-2.24_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "3", + "ss_batch_size_per_device": 3, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.00537791194547487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1322_goronic": { "img_count": 15, "n_repeats": 1322 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "276", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 276, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -134,29 +134,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3307", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "19830", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3307, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 19830, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2817201487", - "ss_session_id": "3393540566", - "ss_shuffle_caption": "False", - "ss_steps": "276", + "ss_seed": 2817201487, + "ss_session_id": 3393540566, + "ss_shuffle_caption": false, + "ss_steps": 276, "ss_tag_frequency": { "1322_goronic": { "1 1": 1, @@ -429,14 +429,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", - "ss_training_comment": "None", - "ss_training_finished_at": "1707106046.6093004", - "ss_training_started_at": "1707089414.1322262", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, + "ss_training_comment": null, + "ss_training_finished_at": 1707106046.6093004, + "ss_training_started_at": 1707089414.1322262, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0249352e", "sshs_model_hash": "965b2076a125e08de90779783f8e9025880d5a58c7fc1d806cccc3feab75224a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/goronic-v1e1_th-2.38_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/goronic-v1e1_th-2.38_spn_ckpt1.00_size32.0.json index c1e0854b973425f9dc9a29cad9c5fcf121afeb1b..a894721a19e3f7d9a73cda91cf183d8415fc6310 100644 --- a/ponyxl_loras_shrunk/goronic-v1e1_th-2.38_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/goronic-v1e1_th-2.38_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "3", + "ss_batch_size_per_device": 3, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.00537791194547487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1322_goronic": { "img_count": 15, "n_repeats": 1322 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "276", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 276, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -134,29 +134,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3307", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "19830", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3307, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 19830, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2817201487", - "ss_session_id": "3393540566", - "ss_shuffle_caption": "False", - "ss_steps": "276", + "ss_seed": 2817201487, + "ss_session_id": 3393540566, + "ss_shuffle_caption": false, + "ss_steps": 276, "ss_tag_frequency": { "1322_goronic": { "1 1": 1, @@ -429,14 +429,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", - "ss_training_comment": "None", - "ss_training_finished_at": "1707106046.6093004", - "ss_training_started_at": "1707089414.1322262", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, + "ss_training_comment": null, + "ss_training_finished_at": 1707106046.6093004, + "ss_training_started_at": 1707089414.1322262, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0249352e", "sshs_model_hash": "965b2076a125e08de90779783f8e9025880d5a58c7fc1d806cccc3feab75224a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/goronic-v1e1_th-2.55_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/goronic-v1e1_th-2.55_fro_ckpt1.00_size4.0.json index c1e0854b973425f9dc9a29cad9c5fcf121afeb1b..a894721a19e3f7d9a73cda91cf183d8415fc6310 100644 --- a/ponyxl_loras_shrunk/goronic-v1e1_th-2.55_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/goronic-v1e1_th-2.55_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "3", + "ss_batch_size_per_device": 3, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.00537791194547487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1322_goronic": { "img_count": 15, "n_repeats": 1322 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "276", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 276, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -134,29 +134,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3307", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "19830", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3307, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 19830, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2817201487", - "ss_session_id": "3393540566", - "ss_shuffle_caption": "False", - "ss_steps": "276", + "ss_seed": 2817201487, + "ss_session_id": 3393540566, + "ss_shuffle_caption": false, + "ss_steps": 276, "ss_tag_frequency": { "1322_goronic": { "1 1": 1, @@ -429,14 +429,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", - "ss_training_comment": "None", - "ss_training_finished_at": "1707106046.6093004", - "ss_training_started_at": "1707089414.1322262", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, + "ss_training_comment": null, + "ss_training_finished_at": 1707106046.6093004, + "ss_training_started_at": 1707089414.1322262, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0249352e", "sshs_model_hash": "965b2076a125e08de90779783f8e9025880d5a58c7fc1d806cccc3feab75224a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/goronic-v1e1_th-2.80_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/goronic-v1e1_th-2.80_fro_ckpt1.00_size8.0.json index c1e0854b973425f9dc9a29cad9c5fcf121afeb1b..a894721a19e3f7d9a73cda91cf183d8415fc6310 100644 --- a/ponyxl_loras_shrunk/goronic-v1e1_th-2.80_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/goronic-v1e1_th-2.80_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "3", + "ss_batch_size_per_device": 3, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.00537791194547487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1322_goronic": { "img_count": 15, "n_repeats": 1322 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "276", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 276, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -134,29 +134,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3307", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "19830", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3307, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 19830, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2817201487", - "ss_session_id": "3393540566", - "ss_shuffle_caption": "False", - "ss_steps": "276", + "ss_seed": 2817201487, + "ss_session_id": 3393540566, + "ss_shuffle_caption": false, + "ss_steps": 276, "ss_tag_frequency": { "1322_goronic": { "1 1": 1, @@ -429,14 +429,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", - "ss_training_comment": "None", - "ss_training_finished_at": "1707106046.6093004", - "ss_training_started_at": "1707089414.1322262", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, + "ss_training_comment": null, + "ss_training_finished_at": 1707106046.6093004, + "ss_training_started_at": 1707089414.1322262, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0249352e", "sshs_model_hash": "965b2076a125e08de90779783f8e9025880d5a58c7fc1d806cccc3feab75224a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/goronic-v1e1_th-2.94_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/goronic-v1e1_th-2.94_fro_ckpt1.00_size12.0.json index c1e0854b973425f9dc9a29cad9c5fcf121afeb1b..a894721a19e3f7d9a73cda91cf183d8415fc6310 100644 --- a/ponyxl_loras_shrunk/goronic-v1e1_th-2.94_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/goronic-v1e1_th-2.94_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "3", + "ss_batch_size_per_device": 3, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.00537791194547487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1322_goronic": { "img_count": 15, "n_repeats": 1322 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "276", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 276, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -134,29 +134,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3307", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "19830", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3307, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 19830, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2817201487", - "ss_session_id": "3393540566", - "ss_shuffle_caption": "False", - "ss_steps": "276", + "ss_seed": 2817201487, + "ss_session_id": 3393540566, + "ss_shuffle_caption": false, + "ss_steps": 276, "ss_tag_frequency": { "1322_goronic": { "1 1": 1, @@ -429,14 +429,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", - "ss_training_comment": "None", - "ss_training_finished_at": "1707106046.6093004", - "ss_training_started_at": "1707089414.1322262", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, + "ss_training_comment": null, + "ss_training_finished_at": 1707106046.6093004, + "ss_training_started_at": 1707089414.1322262, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0249352e", "sshs_model_hash": "965b2076a125e08de90779783f8e9025880d5a58c7fc1d806cccc3feab75224a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/goronic-v1e1_th-3.00_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/goronic-v1e1_th-3.00_fro_ckpt1.00_size14.0.json index c1e0854b973425f9dc9a29cad9c5fcf121afeb1b..a894721a19e3f7d9a73cda91cf183d8415fc6310 100644 --- a/ponyxl_loras_shrunk/goronic-v1e1_th-3.00_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/goronic-v1e1_th-3.00_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "3", + "ss_batch_size_per_device": 3, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.00537791194547487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1322_goronic": { "img_count": 15, "n_repeats": 1322 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "276", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 276, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -134,29 +134,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3307", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "19830", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3307, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 19830, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2817201487", - "ss_session_id": "3393540566", - "ss_shuffle_caption": "False", - "ss_steps": "276", + "ss_seed": 2817201487, + "ss_session_id": 3393540566, + "ss_shuffle_caption": false, + "ss_steps": 276, "ss_tag_frequency": { "1322_goronic": { "1 1": 1, @@ -429,14 +429,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", - "ss_training_comment": "None", - "ss_training_finished_at": "1707106046.6093004", - "ss_training_started_at": "1707089414.1322262", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, + "ss_training_comment": null, + "ss_training_finished_at": 1707106046.6093004, + "ss_training_started_at": 1707089414.1322262, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0249352e", "sshs_model_hash": "965b2076a125e08de90779783f8e9025880d5a58c7fc1d806cccc3feab75224a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/goronic-v1e1_th-3.04_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/goronic-v1e1_th-3.04_fro_ckpt1.00_size16.0.json index c1e0854b973425f9dc9a29cad9c5fcf121afeb1b..a894721a19e3f7d9a73cda91cf183d8415fc6310 100644 --- a/ponyxl_loras_shrunk/goronic-v1e1_th-3.04_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/goronic-v1e1_th-3.04_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "3", + "ss_batch_size_per_device": 3, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.00537791194547487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1322_goronic": { "img_count": 15, "n_repeats": 1322 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "276", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 276, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -134,29 +134,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3307", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "19830", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3307, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 19830, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2817201487", - "ss_session_id": "3393540566", - "ss_shuffle_caption": "False", - "ss_steps": "276", + "ss_seed": 2817201487, + "ss_session_id": 3393540566, + "ss_shuffle_caption": false, + "ss_steps": 276, "ss_tag_frequency": { "1322_goronic": { "1 1": 1, @@ -429,14 +429,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", - "ss_training_comment": "None", - "ss_training_finished_at": "1707106046.6093004", - "ss_training_started_at": "1707089414.1322262", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, + "ss_training_comment": null, + "ss_training_finished_at": 1707106046.6093004, + "ss_training_started_at": 1707089414.1322262, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0249352e", "sshs_model_hash": "965b2076a125e08de90779783f8e9025880d5a58c7fc1d806cccc3feab75224a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/goronic-v1e1_th-3.08_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/goronic-v1e1_th-3.08_fro_ckpt1.00_size18.0.json index c1e0854b973425f9dc9a29cad9c5fcf121afeb1b..a894721a19e3f7d9a73cda91cf183d8415fc6310 100644 --- a/ponyxl_loras_shrunk/goronic-v1e1_th-3.08_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/goronic-v1e1_th-3.08_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "3", + "ss_batch_size_per_device": 3, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.00537791194547487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1322_goronic": { "img_count": 15, "n_repeats": 1322 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "276", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 276, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -134,29 +134,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3307", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "19830", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3307, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 19830, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2817201487", - "ss_session_id": "3393540566", - "ss_shuffle_caption": "False", - "ss_steps": "276", + "ss_seed": 2817201487, + "ss_session_id": 3393540566, + "ss_shuffle_caption": false, + "ss_steps": 276, "ss_tag_frequency": { "1322_goronic": { "1 1": 1, @@ -429,14 +429,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", - "ss_training_comment": "None", - "ss_training_finished_at": "1707106046.6093004", - "ss_training_started_at": "1707089414.1322262", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, + "ss_training_comment": null, + "ss_training_finished_at": 1707106046.6093004, + "ss_training_started_at": 1707089414.1322262, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0249352e", "sshs_model_hash": "965b2076a125e08de90779783f8e9025880d5a58c7fc1d806cccc3feab75224a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/goronic-v1e1_th-3.11_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/goronic-v1e1_th-3.11_fro_ckpt1.00_size20.0.json index c1e0854b973425f9dc9a29cad9c5fcf121afeb1b..a894721a19e3f7d9a73cda91cf183d8415fc6310 100644 --- a/ponyxl_loras_shrunk/goronic-v1e1_th-3.11_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/goronic-v1e1_th-3.11_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "3", + "ss_batch_size_per_device": 3, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.00537791194547487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1322_goronic": { "img_count": 15, "n_repeats": 1322 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "276", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 276, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -134,29 +134,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3307", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "19830", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3307, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 19830, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2817201487", - "ss_session_id": "3393540566", - "ss_shuffle_caption": "False", - "ss_steps": "276", + "ss_seed": 2817201487, + "ss_session_id": 3393540566, + "ss_shuffle_caption": false, + "ss_steps": 276, "ss_tag_frequency": { "1322_goronic": { "1 1": 1, @@ -429,14 +429,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", - "ss_training_comment": "None", - "ss_training_finished_at": "1707106046.6093004", - "ss_training_started_at": "1707089414.1322262", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, + "ss_training_comment": null, + "ss_training_finished_at": 1707106046.6093004, + "ss_training_started_at": 1707089414.1322262, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0249352e", "sshs_model_hash": "965b2076a125e08de90779783f8e9025880d5a58c7fc1d806cccc3feab75224a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/goronic-v1e1_th-3.14_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/goronic-v1e1_th-3.14_fro_ckpt1.00_size22.0.json index c1e0854b973425f9dc9a29cad9c5fcf121afeb1b..a894721a19e3f7d9a73cda91cf183d8415fc6310 100644 --- a/ponyxl_loras_shrunk/goronic-v1e1_th-3.14_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/goronic-v1e1_th-3.14_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "3", + "ss_batch_size_per_device": 3, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.00537791194547487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1322_goronic": { "img_count": 15, "n_repeats": 1322 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "276", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 276, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -134,29 +134,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3307", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "19830", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3307, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 19830, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2817201487", - "ss_session_id": "3393540566", - "ss_shuffle_caption": "False", - "ss_steps": "276", + "ss_seed": 2817201487, + "ss_session_id": 3393540566, + "ss_shuffle_caption": false, + "ss_steps": 276, "ss_tag_frequency": { "1322_goronic": { "1 1": 1, @@ -429,14 +429,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", - "ss_training_comment": "None", - "ss_training_finished_at": "1707106046.6093004", - "ss_training_started_at": "1707089414.1322262", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, + "ss_training_comment": null, + "ss_training_finished_at": 1707106046.6093004, + "ss_training_started_at": 1707089414.1322262, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0249352e", "sshs_model_hash": "965b2076a125e08de90779783f8e9025880d5a58c7fc1d806cccc3feab75224a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/goronic-v1e1_th-3.16_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/goronic-v1e1_th-3.16_fro_ckpt1.00_size24.0.json index c1e0854b973425f9dc9a29cad9c5fcf121afeb1b..a894721a19e3f7d9a73cda91cf183d8415fc6310 100644 --- a/ponyxl_loras_shrunk/goronic-v1e1_th-3.16_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/goronic-v1e1_th-3.16_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "3", + "ss_batch_size_per_device": 3, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.00537791194547487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1322_goronic": { "img_count": 15, "n_repeats": 1322 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "276", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 276, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -134,29 +134,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3307", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "19830", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3307, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 19830, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2817201487", - "ss_session_id": "3393540566", - "ss_shuffle_caption": "False", - "ss_steps": "276", + "ss_seed": 2817201487, + "ss_session_id": 3393540566, + "ss_shuffle_caption": false, + "ss_steps": 276, "ss_tag_frequency": { "1322_goronic": { "1 1": 1, @@ -429,14 +429,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", - "ss_training_comment": "None", - "ss_training_finished_at": "1707106046.6093004", - "ss_training_started_at": "1707089414.1322262", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, + "ss_training_comment": null, + "ss_training_finished_at": 1707106046.6093004, + "ss_training_started_at": 1707089414.1322262, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0249352e", "sshs_model_hash": "965b2076a125e08de90779783f8e9025880d5a58c7fc1d806cccc3feab75224a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/goronic-v1e1_th-3.27_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/goronic-v1e1_th-3.27_fro_ckpt1.00_size32.0.json index c1e0854b973425f9dc9a29cad9c5fcf121afeb1b..a894721a19e3f7d9a73cda91cf183d8415fc6310 100644 --- a/ponyxl_loras_shrunk/goronic-v1e1_th-3.27_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/goronic-v1e1_th-3.27_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "3", + "ss_batch_size_per_device": 3, "ss_bucket_info": { "buckets": { "0": { @@ -84,43 +84,43 @@ }, "mean_img_ar_error": 0.00537791194547487 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1322_goronic": { "img_count": 15, "n_repeats": 1322 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "276", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 276, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -134,29 +134,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3307", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "19830", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3307, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 19830, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2817201487", - "ss_session_id": "3393540566", - "ss_shuffle_caption": "False", - "ss_steps": "276", + "ss_seed": 2817201487, + "ss_session_id": 3393540566, + "ss_shuffle_caption": false, + "ss_steps": 276, "ss_tag_frequency": { "1322_goronic": { "1 1": 1, @@ -429,14 +429,14 @@ "yellow sclera": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", - "ss_training_comment": "None", - "ss_training_finished_at": "1707106046.6093004", - "ss_training_started_at": "1707089414.1322262", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, + "ss_training_comment": null, + "ss_training_finished_at": 1707106046.6093004, + "ss_training_started_at": 1707089414.1322262, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "0249352e", "sshs_model_hash": "965b2076a125e08de90779783f8e9025880d5a58c7fc1d806cccc3feab75224a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-0.95_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-0.95_spn_lora0.50_spn_ckpt0.50_size4.0.json index b6fcde12459cfdf7597c3c9083d6cd6f869ae38d..ea2e176c813a0f394ea458335d21dd0117fe4128 100644 --- a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-0.95_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-0.95_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.03705631803583776 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_greg_rutkowski": { "img_count": 54, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "54", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 54, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3080642488", - "ss_session_id": "3506747532", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3080642488, + "ss_session_id": 3506747532, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_greg_rutkowski": { "2 heads": 1, @@ -416,14 +416,14 @@ "yautja": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708794945.9441228", - "ss_training_started_at": "1708773751.9628668", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708794945.9441228, + "ss_training_started_at": 1708773751.9628668, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d77ea2f2", "sshs_model_hash": "f585c57e53eadf99838fd714b6ff68773da7645a0eeea0eead52aa95e009d934" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-1.15_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-1.15_spn_lora0.50_spn_ckpt0.50_size8.0.json index b6fcde12459cfdf7597c3c9083d6cd6f869ae38d..ea2e176c813a0f394ea458335d21dd0117fe4128 100644 --- a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-1.15_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-1.15_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.03705631803583776 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_greg_rutkowski": { "img_count": 54, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "54", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 54, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3080642488", - "ss_session_id": "3506747532", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3080642488, + "ss_session_id": 3506747532, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_greg_rutkowski": { "2 heads": 1, @@ -416,14 +416,14 @@ "yautja": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708794945.9441228", - "ss_training_started_at": "1708773751.9628668", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708794945.9441228, + "ss_training_started_at": 1708773751.9628668, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d77ea2f2", "sshs_model_hash": "f585c57e53eadf99838fd714b6ff68773da7645a0eeea0eead52aa95e009d934" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-1.24_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-1.24_spn_lora0.50_spn_ckpt0.50_size12.0.json index b6fcde12459cfdf7597c3c9083d6cd6f869ae38d..ea2e176c813a0f394ea458335d21dd0117fe4128 100644 --- a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-1.24_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-1.24_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.03705631803583776 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_greg_rutkowski": { "img_count": 54, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "54", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 54, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3080642488", - "ss_session_id": "3506747532", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3080642488, + "ss_session_id": 3506747532, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_greg_rutkowski": { "2 heads": 1, @@ -416,14 +416,14 @@ "yautja": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708794945.9441228", - "ss_training_started_at": "1708773751.9628668", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708794945.9441228, + "ss_training_started_at": 1708773751.9628668, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d77ea2f2", "sshs_model_hash": "f585c57e53eadf99838fd714b6ff68773da7645a0eeea0eead52aa95e009d934" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-1.42_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-1.42_spn_lora0.50_spn_ckpt0.50_size24.0.json index b6fcde12459cfdf7597c3c9083d6cd6f869ae38d..ea2e176c813a0f394ea458335d21dd0117fe4128 100644 --- a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-1.42_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-1.42_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.03705631803583776 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_greg_rutkowski": { "img_count": 54, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "54", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 54, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3080642488", - "ss_session_id": "3506747532", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3080642488, + "ss_session_id": 3506747532, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_greg_rutkowski": { "2 heads": 1, @@ -416,14 +416,14 @@ "yautja": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708794945.9441228", - "ss_training_started_at": "1708773751.9628668", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708794945.9441228, + "ss_training_started_at": 1708773751.9628668, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d77ea2f2", "sshs_model_hash": "f585c57e53eadf99838fd714b6ff68773da7645a0eeea0eead52aa95e009d934" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-1.53_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-1.53_spn_lora0.50_spn_ckpt0.50_size32.0.json index b6fcde12459cfdf7597c3c9083d6cd6f869ae38d..ea2e176c813a0f394ea458335d21dd0117fe4128 100644 --- a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-1.53_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-1.53_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.03705631803583776 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_greg_rutkowski": { "img_count": 54, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "54", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 54, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3080642488", - "ss_session_id": "3506747532", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3080642488, + "ss_session_id": 3506747532, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_greg_rutkowski": { "2 heads": 1, @@ -416,14 +416,14 @@ "yautja": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708794945.9441228", - "ss_training_started_at": "1708773751.9628668", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708794945.9441228, + "ss_training_started_at": 1708773751.9628668, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d77ea2f2", "sshs_model_hash": "f585c57e53eadf99838fd714b6ff68773da7645a0eeea0eead52aa95e009d934" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-1.79_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-1.79_spn_ckpt1.00_size4.0.json index b6fcde12459cfdf7597c3c9083d6cd6f869ae38d..ea2e176c813a0f394ea458335d21dd0117fe4128 100644 --- a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-1.79_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-1.79_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.03705631803583776 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_greg_rutkowski": { "img_count": 54, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "54", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 54, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3080642488", - "ss_session_id": "3506747532", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3080642488, + "ss_session_id": 3506747532, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_greg_rutkowski": { "2 heads": 1, @@ -416,14 +416,14 @@ "yautja": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708794945.9441228", - "ss_training_started_at": "1708773751.9628668", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708794945.9441228, + "ss_training_started_at": 1708773751.9628668, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d77ea2f2", "sshs_model_hash": "f585c57e53eadf99838fd714b6ff68773da7645a0eeea0eead52aa95e009d934" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.01_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.01_spn_ckpt1.00_size8.0.json index b6fcde12459cfdf7597c3c9083d6cd6f869ae38d..ea2e176c813a0f394ea458335d21dd0117fe4128 100644 --- a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.01_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.01_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.03705631803583776 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_greg_rutkowski": { "img_count": 54, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "54", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 54, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3080642488", - "ss_session_id": "3506747532", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3080642488, + "ss_session_id": 3506747532, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_greg_rutkowski": { "2 heads": 1, @@ -416,14 +416,14 @@ "yautja": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708794945.9441228", - "ss_training_started_at": "1708773751.9628668", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708794945.9441228, + "ss_training_started_at": 1708773751.9628668, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d77ea2f2", "sshs_model_hash": "f585c57e53eadf99838fd714b6ff68773da7645a0eeea0eead52aa95e009d934" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.13_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.13_spn_ckpt1.00_size12.0.json index b6fcde12459cfdf7597c3c9083d6cd6f869ae38d..ea2e176c813a0f394ea458335d21dd0117fe4128 100644 --- a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.13_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.13_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.03705631803583776 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_greg_rutkowski": { "img_count": 54, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "54", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 54, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3080642488", - "ss_session_id": "3506747532", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3080642488, + "ss_session_id": 3506747532, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_greg_rutkowski": { "2 heads": 1, @@ -416,14 +416,14 @@ "yautja": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708794945.9441228", - "ss_training_started_at": "1708773751.9628668", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708794945.9441228, + "ss_training_started_at": 1708773751.9628668, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d77ea2f2", "sshs_model_hash": "f585c57e53eadf99838fd714b6ff68773da7645a0eeea0eead52aa95e009d934" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.18_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.18_spn_ckpt1.00_size14.0.json index b6fcde12459cfdf7597c3c9083d6cd6f869ae38d..ea2e176c813a0f394ea458335d21dd0117fe4128 100644 --- a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.18_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.18_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.03705631803583776 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_greg_rutkowski": { "img_count": 54, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "54", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 54, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3080642488", - "ss_session_id": "3506747532", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3080642488, + "ss_session_id": 3506747532, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_greg_rutkowski": { "2 heads": 1, @@ -416,14 +416,14 @@ "yautja": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708794945.9441228", - "ss_training_started_at": "1708773751.9628668", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708794945.9441228, + "ss_training_started_at": 1708773751.9628668, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d77ea2f2", "sshs_model_hash": "f585c57e53eadf99838fd714b6ff68773da7645a0eeea0eead52aa95e009d934" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.22_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.22_spn_ckpt1.00_size16.0.json index b6fcde12459cfdf7597c3c9083d6cd6f869ae38d..ea2e176c813a0f394ea458335d21dd0117fe4128 100644 --- a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.22_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.22_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.03705631803583776 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_greg_rutkowski": { "img_count": 54, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "54", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 54, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3080642488", - "ss_session_id": "3506747532", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3080642488, + "ss_session_id": 3506747532, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_greg_rutkowski": { "2 heads": 1, @@ -416,14 +416,14 @@ "yautja": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708794945.9441228", - "ss_training_started_at": "1708773751.9628668", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708794945.9441228, + "ss_training_started_at": 1708773751.9628668, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d77ea2f2", "sshs_model_hash": "f585c57e53eadf99838fd714b6ff68773da7645a0eeea0eead52aa95e009d934" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.25_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.25_spn_ckpt1.00_size18.0.json index b6fcde12459cfdf7597c3c9083d6cd6f869ae38d..ea2e176c813a0f394ea458335d21dd0117fe4128 100644 --- a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.25_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.25_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.03705631803583776 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_greg_rutkowski": { "img_count": 54, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "54", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 54, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3080642488", - "ss_session_id": "3506747532", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3080642488, + "ss_session_id": 3506747532, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_greg_rutkowski": { "2 heads": 1, @@ -416,14 +416,14 @@ "yautja": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708794945.9441228", - "ss_training_started_at": "1708773751.9628668", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708794945.9441228, + "ss_training_started_at": 1708773751.9628668, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d77ea2f2", "sshs_model_hash": "f585c57e53eadf99838fd714b6ff68773da7645a0eeea0eead52aa95e009d934" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.29_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.29_spn_ckpt1.00_size20.0.json index b6fcde12459cfdf7597c3c9083d6cd6f869ae38d..ea2e176c813a0f394ea458335d21dd0117fe4128 100644 --- a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.29_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.29_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.03705631803583776 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_greg_rutkowski": { "img_count": 54, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "54", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 54, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3080642488", - "ss_session_id": "3506747532", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3080642488, + "ss_session_id": 3506747532, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_greg_rutkowski": { "2 heads": 1, @@ -416,14 +416,14 @@ "yautja": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708794945.9441228", - "ss_training_started_at": "1708773751.9628668", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708794945.9441228, + "ss_training_started_at": 1708773751.9628668, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d77ea2f2", "sshs_model_hash": "f585c57e53eadf99838fd714b6ff68773da7645a0eeea0eead52aa95e009d934" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.32_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.32_spn_ckpt1.00_size22.0.json index b6fcde12459cfdf7597c3c9083d6cd6f869ae38d..ea2e176c813a0f394ea458335d21dd0117fe4128 100644 --- a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.32_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.32_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.03705631803583776 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_greg_rutkowski": { "img_count": 54, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "54", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 54, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3080642488", - "ss_session_id": "3506747532", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3080642488, + "ss_session_id": 3506747532, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_greg_rutkowski": { "2 heads": 1, @@ -416,14 +416,14 @@ "yautja": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708794945.9441228", - "ss_training_started_at": "1708773751.9628668", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708794945.9441228, + "ss_training_started_at": 1708773751.9628668, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d77ea2f2", "sshs_model_hash": "f585c57e53eadf99838fd714b6ff68773da7645a0eeea0eead52aa95e009d934" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.35_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.35_spn_ckpt1.00_size24.0.json index b6fcde12459cfdf7597c3c9083d6cd6f869ae38d..ea2e176c813a0f394ea458335d21dd0117fe4128 100644 --- a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.35_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.35_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.03705631803583776 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_greg_rutkowski": { "img_count": 54, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "54", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 54, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3080642488", - "ss_session_id": "3506747532", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3080642488, + "ss_session_id": 3506747532, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_greg_rutkowski": { "2 heads": 1, @@ -416,14 +416,14 @@ "yautja": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708794945.9441228", - "ss_training_started_at": "1708773751.9628668", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708794945.9441228, + "ss_training_started_at": 1708773751.9628668, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d77ea2f2", "sshs_model_hash": "f585c57e53eadf99838fd714b6ff68773da7645a0eeea0eead52aa95e009d934" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.48_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.48_spn_ckpt1.00_size32.0.json index b6fcde12459cfdf7597c3c9083d6cd6f869ae38d..ea2e176c813a0f394ea458335d21dd0117fe4128 100644 --- a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.48_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.48_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.03705631803583776 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_greg_rutkowski": { "img_count": 54, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "54", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 54, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3080642488", - "ss_session_id": "3506747532", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3080642488, + "ss_session_id": 3506747532, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_greg_rutkowski": { "2 heads": 1, @@ -416,14 +416,14 @@ "yautja": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708794945.9441228", - "ss_training_started_at": "1708773751.9628668", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708794945.9441228, + "ss_training_started_at": 1708773751.9628668, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d77ea2f2", "sshs_model_hash": "f585c57e53eadf99838fd714b6ff68773da7645a0eeea0eead52aa95e009d934" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.73_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.73_fro_ckpt1.00_size4.0.json index b6fcde12459cfdf7597c3c9083d6cd6f869ae38d..ea2e176c813a0f394ea458335d21dd0117fe4128 100644 --- a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.73_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.73_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.03705631803583776 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_greg_rutkowski": { "img_count": 54, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "54", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 54, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3080642488", - "ss_session_id": "3506747532", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3080642488, + "ss_session_id": 3506747532, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_greg_rutkowski": { "2 heads": 1, @@ -416,14 +416,14 @@ "yautja": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708794945.9441228", - "ss_training_started_at": "1708773751.9628668", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708794945.9441228, + "ss_training_started_at": 1708773751.9628668, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d77ea2f2", "sshs_model_hash": "f585c57e53eadf99838fd714b6ff68773da7645a0eeea0eead52aa95e009d934" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.96_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.96_fro_ckpt1.00_size8.0.json index b6fcde12459cfdf7597c3c9083d6cd6f869ae38d..ea2e176c813a0f394ea458335d21dd0117fe4128 100644 --- a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.96_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-2.96_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.03705631803583776 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_greg_rutkowski": { "img_count": 54, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "54", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 54, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3080642488", - "ss_session_id": "3506747532", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3080642488, + "ss_session_id": 3506747532, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_greg_rutkowski": { "2 heads": 1, @@ -416,14 +416,14 @@ "yautja": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708794945.9441228", - "ss_training_started_at": "1708773751.9628668", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708794945.9441228, + "ss_training_started_at": 1708773751.9628668, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d77ea2f2", "sshs_model_hash": "f585c57e53eadf99838fd714b6ff68773da7645a0eeea0eead52aa95e009d934" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.08_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.08_fro_ckpt1.00_size12.0.json index b6fcde12459cfdf7597c3c9083d6cd6f869ae38d..ea2e176c813a0f394ea458335d21dd0117fe4128 100644 --- a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.08_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.08_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.03705631803583776 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_greg_rutkowski": { "img_count": 54, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "54", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 54, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3080642488", - "ss_session_id": "3506747532", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3080642488, + "ss_session_id": 3506747532, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_greg_rutkowski": { "2 heads": 1, @@ -416,14 +416,14 @@ "yautja": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708794945.9441228", - "ss_training_started_at": "1708773751.9628668", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708794945.9441228, + "ss_training_started_at": 1708773751.9628668, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d77ea2f2", "sshs_model_hash": "f585c57e53eadf99838fd714b6ff68773da7645a0eeea0eead52aa95e009d934" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.13_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.13_fro_ckpt1.00_size14.0.json index b6fcde12459cfdf7597c3c9083d6cd6f869ae38d..ea2e176c813a0f394ea458335d21dd0117fe4128 100644 --- a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.13_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.13_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.03705631803583776 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_greg_rutkowski": { "img_count": 54, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "54", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 54, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3080642488", - "ss_session_id": "3506747532", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3080642488, + "ss_session_id": 3506747532, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_greg_rutkowski": { "2 heads": 1, @@ -416,14 +416,14 @@ "yautja": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708794945.9441228", - "ss_training_started_at": "1708773751.9628668", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708794945.9441228, + "ss_training_started_at": 1708773751.9628668, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d77ea2f2", "sshs_model_hash": "f585c57e53eadf99838fd714b6ff68773da7645a0eeea0eead52aa95e009d934" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.17_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.17_fro_ckpt1.00_size16.0.json index b6fcde12459cfdf7597c3c9083d6cd6f869ae38d..ea2e176c813a0f394ea458335d21dd0117fe4128 100644 --- a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.17_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.17_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.03705631803583776 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_greg_rutkowski": { "img_count": 54, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "54", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 54, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3080642488", - "ss_session_id": "3506747532", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3080642488, + "ss_session_id": 3506747532, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_greg_rutkowski": { "2 heads": 1, @@ -416,14 +416,14 @@ "yautja": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708794945.9441228", - "ss_training_started_at": "1708773751.9628668", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708794945.9441228, + "ss_training_started_at": 1708773751.9628668, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d77ea2f2", "sshs_model_hash": "f585c57e53eadf99838fd714b6ff68773da7645a0eeea0eead52aa95e009d934" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.20_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.20_fro_ckpt1.00_size18.0.json index b6fcde12459cfdf7597c3c9083d6cd6f869ae38d..ea2e176c813a0f394ea458335d21dd0117fe4128 100644 --- a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.20_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.20_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.03705631803583776 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_greg_rutkowski": { "img_count": 54, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "54", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 54, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3080642488", - "ss_session_id": "3506747532", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3080642488, + "ss_session_id": 3506747532, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_greg_rutkowski": { "2 heads": 1, @@ -416,14 +416,14 @@ "yautja": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708794945.9441228", - "ss_training_started_at": "1708773751.9628668", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708794945.9441228, + "ss_training_started_at": 1708773751.9628668, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d77ea2f2", "sshs_model_hash": "f585c57e53eadf99838fd714b6ff68773da7645a0eeea0eead52aa95e009d934" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.23_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.23_fro_ckpt1.00_size20.0.json index b6fcde12459cfdf7597c3c9083d6cd6f869ae38d..ea2e176c813a0f394ea458335d21dd0117fe4128 100644 --- a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.23_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.23_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.03705631803583776 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_greg_rutkowski": { "img_count": 54, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "54", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 54, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3080642488", - "ss_session_id": "3506747532", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3080642488, + "ss_session_id": 3506747532, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_greg_rutkowski": { "2 heads": 1, @@ -416,14 +416,14 @@ "yautja": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708794945.9441228", - "ss_training_started_at": "1708773751.9628668", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708794945.9441228, + "ss_training_started_at": 1708773751.9628668, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d77ea2f2", "sshs_model_hash": "f585c57e53eadf99838fd714b6ff68773da7645a0eeea0eead52aa95e009d934" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.26_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.26_fro_ckpt1.00_size22.0.json index b6fcde12459cfdf7597c3c9083d6cd6f869ae38d..ea2e176c813a0f394ea458335d21dd0117fe4128 100644 --- a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.26_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.26_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.03705631803583776 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_greg_rutkowski": { "img_count": 54, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "54", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 54, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3080642488", - "ss_session_id": "3506747532", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3080642488, + "ss_session_id": 3506747532, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_greg_rutkowski": { "2 heads": 1, @@ -416,14 +416,14 @@ "yautja": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708794945.9441228", - "ss_training_started_at": "1708773751.9628668", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708794945.9441228, + "ss_training_started_at": 1708773751.9628668, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d77ea2f2", "sshs_model_hash": "f585c57e53eadf99838fd714b6ff68773da7645a0eeea0eead52aa95e009d934" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.28_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.28_fro_ckpt1.00_size24.0.json index b6fcde12459cfdf7597c3c9083d6cd6f869ae38d..ea2e176c813a0f394ea458335d21dd0117fe4128 100644 --- a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.28_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.28_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.03705631803583776 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_greg_rutkowski": { "img_count": 54, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "54", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 54, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3080642488", - "ss_session_id": "3506747532", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3080642488, + "ss_session_id": 3506747532, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_greg_rutkowski": { "2 heads": 1, @@ -416,14 +416,14 @@ "yautja": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708794945.9441228", - "ss_training_started_at": "1708773751.9628668", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708794945.9441228, + "ss_training_started_at": 1708773751.9628668, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d77ea2f2", "sshs_model_hash": "f585c57e53eadf99838fd714b6ff68773da7645a0eeea0eead52aa95e009d934" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.39_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.39_fro_ckpt1.00_size32.0.json index b6fcde12459cfdf7597c3c9083d6cd6f869ae38d..ea2e176c813a0f394ea458335d21dd0117fe4128 100644 --- a/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.39_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/greg_rutkowski-v1e400_th-3.39_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -119,43 +119,43 @@ }, "mean_img_ar_error": 0.03705631803583776 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_greg_rutkowski": { "img_count": 54, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -171,29 +171,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "54", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 54, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "3080642488", - "ss_session_id": "3506747532", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3080642488, + "ss_session_id": 3506747532, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_greg_rutkowski": { "2 heads": 1, @@ -416,14 +416,14 @@ "yautja": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708794945.9441228", - "ss_training_started_at": "1708773751.9628668", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708794945.9441228, + "ss_training_started_at": 1708773751.9628668, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d77ea2f2", "sshs_model_hash": "f585c57e53eadf99838fd714b6ff68773da7645a0eeea0eead52aa95e009d934" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hamgas-v1e400_th-0.90_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/hamgas-v1e400_th-0.90_spn_lora0.50_spn_ckpt0.50_size4.0.json index d672978be50a6ecdcfd40ef7cd75e4abe7beeeac..e8ed6946399097e2a2aa7027cb10837691baabe5 100644 --- a/ponyxl_loras_shrunk/hamgas-v1e400_th-0.90_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/hamgas-v1e400_th-0.90_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.004888483880678009 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hamgas": { "img_count": 48, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "48", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 48, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "3379619229", - "ss_session_id": "3509618999", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3379619229, + "ss_session_id": 3509618999, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hamgas": { "4 toes": 12, @@ -464,16 +464,16 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709744069.0701103", - "ss_training_started_at": "1709723400.72769", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709744069.0701103, + "ss_training_started_at": 1709723400.72769, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "4b5ea6c5", "sshs_model_hash": "c9090f04a6b2d3252fd1b82fde22ed82fd9e9017ce2b13c56cc840703777da00" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hamgas-v1e400_th-1.14_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/hamgas-v1e400_th-1.14_spn_lora0.50_spn_ckpt0.50_size8.0.json index d672978be50a6ecdcfd40ef7cd75e4abe7beeeac..e8ed6946399097e2a2aa7027cb10837691baabe5 100644 --- a/ponyxl_loras_shrunk/hamgas-v1e400_th-1.14_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/hamgas-v1e400_th-1.14_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.004888483880678009 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hamgas": { "img_count": 48, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "48", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 48, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "3379619229", - "ss_session_id": "3509618999", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3379619229, + "ss_session_id": 3509618999, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hamgas": { "4 toes": 12, @@ -464,16 +464,16 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709744069.0701103", - "ss_training_started_at": "1709723400.72769", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709744069.0701103, + "ss_training_started_at": 1709723400.72769, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "4b5ea6c5", "sshs_model_hash": "c9090f04a6b2d3252fd1b82fde22ed82fd9e9017ce2b13c56cc840703777da00" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hamgas-v1e400_th-1.27_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/hamgas-v1e400_th-1.27_spn_lora0.50_spn_ckpt0.50_size12.0.json index d672978be50a6ecdcfd40ef7cd75e4abe7beeeac..e8ed6946399097e2a2aa7027cb10837691baabe5 100644 --- a/ponyxl_loras_shrunk/hamgas-v1e400_th-1.27_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/hamgas-v1e400_th-1.27_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.004888483880678009 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hamgas": { "img_count": 48, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "48", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 48, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "3379619229", - "ss_session_id": "3509618999", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3379619229, + "ss_session_id": 3509618999, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hamgas": { "4 toes": 12, @@ -464,16 +464,16 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709744069.0701103", - "ss_training_started_at": "1709723400.72769", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709744069.0701103, + "ss_training_started_at": 1709723400.72769, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "4b5ea6c5", "sshs_model_hash": "c9090f04a6b2d3252fd1b82fde22ed82fd9e9017ce2b13c56cc840703777da00" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hamgas-v1e400_th-1.49_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/hamgas-v1e400_th-1.49_spn_lora0.50_spn_ckpt0.50_size24.0.json index d672978be50a6ecdcfd40ef7cd75e4abe7beeeac..e8ed6946399097e2a2aa7027cb10837691baabe5 100644 --- a/ponyxl_loras_shrunk/hamgas-v1e400_th-1.49_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/hamgas-v1e400_th-1.49_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.004888483880678009 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hamgas": { "img_count": 48, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "48", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 48, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "3379619229", - "ss_session_id": "3509618999", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3379619229, + "ss_session_id": 3509618999, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hamgas": { "4 toes": 12, @@ -464,16 +464,16 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709744069.0701103", - "ss_training_started_at": "1709723400.72769", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709744069.0701103, + "ss_training_started_at": 1709723400.72769, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "4b5ea6c5", "sshs_model_hash": "c9090f04a6b2d3252fd1b82fde22ed82fd9e9017ce2b13c56cc840703777da00" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hamgas-v1e400_th-1.62_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/hamgas-v1e400_th-1.62_spn_lora0.50_spn_ckpt0.50_size32.0.json index d672978be50a6ecdcfd40ef7cd75e4abe7beeeac..e8ed6946399097e2a2aa7027cb10837691baabe5 100644 --- a/ponyxl_loras_shrunk/hamgas-v1e400_th-1.62_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/hamgas-v1e400_th-1.62_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.004888483880678009 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hamgas": { "img_count": 48, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "48", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 48, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "3379619229", - "ss_session_id": "3509618999", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3379619229, + "ss_session_id": 3509618999, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hamgas": { "4 toes": 12, @@ -464,16 +464,16 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709744069.0701103", - "ss_training_started_at": "1709723400.72769", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709744069.0701103, + "ss_training_started_at": 1709723400.72769, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "4b5ea6c5", "sshs_model_hash": "c9090f04a6b2d3252fd1b82fde22ed82fd9e9017ce2b13c56cc840703777da00" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hamgas-v1e400_th-1.69_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/hamgas-v1e400_th-1.69_spn_ckpt1.00_size4.0.json index d672978be50a6ecdcfd40ef7cd75e4abe7beeeac..e8ed6946399097e2a2aa7027cb10837691baabe5 100644 --- a/ponyxl_loras_shrunk/hamgas-v1e400_th-1.69_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/hamgas-v1e400_th-1.69_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.004888483880678009 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hamgas": { "img_count": 48, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "48", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 48, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "3379619229", - "ss_session_id": "3509618999", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3379619229, + "ss_session_id": 3509618999, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hamgas": { "4 toes": 12, @@ -464,16 +464,16 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709744069.0701103", - "ss_training_started_at": "1709723400.72769", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709744069.0701103, + "ss_training_started_at": 1709723400.72769, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "4b5ea6c5", "sshs_model_hash": "c9090f04a6b2d3252fd1b82fde22ed82fd9e9017ce2b13c56cc840703777da00" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hamgas-v1e400_th-1.96_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/hamgas-v1e400_th-1.96_spn_ckpt1.00_size8.0.json index d672978be50a6ecdcfd40ef7cd75e4abe7beeeac..e8ed6946399097e2a2aa7027cb10837691baabe5 100644 --- a/ponyxl_loras_shrunk/hamgas-v1e400_th-1.96_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/hamgas-v1e400_th-1.96_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.004888483880678009 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hamgas": { "img_count": 48, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "48", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 48, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "3379619229", - "ss_session_id": "3509618999", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3379619229, + "ss_session_id": 3509618999, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hamgas": { "4 toes": 12, @@ -464,16 +464,16 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709744069.0701103", - "ss_training_started_at": "1709723400.72769", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709744069.0701103, + "ss_training_started_at": 1709723400.72769, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "4b5ea6c5", "sshs_model_hash": "c9090f04a6b2d3252fd1b82fde22ed82fd9e9017ce2b13c56cc840703777da00" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hamgas-v1e400_th-2.09_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/hamgas-v1e400_th-2.09_spn_ckpt1.00_size12.0.json index d672978be50a6ecdcfd40ef7cd75e4abe7beeeac..e8ed6946399097e2a2aa7027cb10837691baabe5 100644 --- a/ponyxl_loras_shrunk/hamgas-v1e400_th-2.09_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/hamgas-v1e400_th-2.09_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.004888483880678009 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hamgas": { "img_count": 48, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "48", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 48, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "3379619229", - "ss_session_id": "3509618999", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3379619229, + "ss_session_id": 3509618999, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hamgas": { "4 toes": 12, @@ -464,16 +464,16 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709744069.0701103", - "ss_training_started_at": "1709723400.72769", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709744069.0701103, + "ss_training_started_at": 1709723400.72769, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "4b5ea6c5", "sshs_model_hash": "c9090f04a6b2d3252fd1b82fde22ed82fd9e9017ce2b13c56cc840703777da00" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hamgas-v1e400_th-2.14_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/hamgas-v1e400_th-2.14_spn_ckpt1.00_size14.0.json index d672978be50a6ecdcfd40ef7cd75e4abe7beeeac..e8ed6946399097e2a2aa7027cb10837691baabe5 100644 --- a/ponyxl_loras_shrunk/hamgas-v1e400_th-2.14_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/hamgas-v1e400_th-2.14_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.004888483880678009 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hamgas": { "img_count": 48, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "48", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 48, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "3379619229", - "ss_session_id": "3509618999", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3379619229, + "ss_session_id": 3509618999, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hamgas": { "4 toes": 12, @@ -464,16 +464,16 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709744069.0701103", - "ss_training_started_at": "1709723400.72769", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709744069.0701103, + "ss_training_started_at": 1709723400.72769, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "4b5ea6c5", "sshs_model_hash": "c9090f04a6b2d3252fd1b82fde22ed82fd9e9017ce2b13c56cc840703777da00" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hamgas-v1e400_th-2.19_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/hamgas-v1e400_th-2.19_spn_ckpt1.00_size16.0.json index d672978be50a6ecdcfd40ef7cd75e4abe7beeeac..e8ed6946399097e2a2aa7027cb10837691baabe5 100644 --- a/ponyxl_loras_shrunk/hamgas-v1e400_th-2.19_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/hamgas-v1e400_th-2.19_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.004888483880678009 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hamgas": { "img_count": 48, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "48", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 48, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "3379619229", - "ss_session_id": "3509618999", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3379619229, + "ss_session_id": 3509618999, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hamgas": { "4 toes": 12, @@ -464,16 +464,16 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709744069.0701103", - "ss_training_started_at": "1709723400.72769", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709744069.0701103, + "ss_training_started_at": 1709723400.72769, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "4b5ea6c5", "sshs_model_hash": "c9090f04a6b2d3252fd1b82fde22ed82fd9e9017ce2b13c56cc840703777da00" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hamgas-v1e400_th-2.23_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/hamgas-v1e400_th-2.23_spn_ckpt1.00_size18.0.json index d672978be50a6ecdcfd40ef7cd75e4abe7beeeac..e8ed6946399097e2a2aa7027cb10837691baabe5 100644 --- a/ponyxl_loras_shrunk/hamgas-v1e400_th-2.23_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/hamgas-v1e400_th-2.23_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.004888483880678009 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hamgas": { "img_count": 48, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "48", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 48, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "3379619229", - "ss_session_id": "3509618999", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3379619229, + "ss_session_id": 3509618999, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hamgas": { "4 toes": 12, @@ -464,16 +464,16 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709744069.0701103", - "ss_training_started_at": "1709723400.72769", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709744069.0701103, + "ss_training_started_at": 1709723400.72769, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "4b5ea6c5", "sshs_model_hash": "c9090f04a6b2d3252fd1b82fde22ed82fd9e9017ce2b13c56cc840703777da00" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hamgas-v1e400_th-2.27_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/hamgas-v1e400_th-2.27_spn_ckpt1.00_size20.0.json index d672978be50a6ecdcfd40ef7cd75e4abe7beeeac..e8ed6946399097e2a2aa7027cb10837691baabe5 100644 --- a/ponyxl_loras_shrunk/hamgas-v1e400_th-2.27_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/hamgas-v1e400_th-2.27_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.004888483880678009 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hamgas": { "img_count": 48, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "48", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 48, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "3379619229", - "ss_session_id": "3509618999", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3379619229, + "ss_session_id": 3509618999, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hamgas": { "4 toes": 12, @@ -464,16 +464,16 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709744069.0701103", - "ss_training_started_at": "1709723400.72769", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709744069.0701103, + "ss_training_started_at": 1709723400.72769, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "4b5ea6c5", "sshs_model_hash": "c9090f04a6b2d3252fd1b82fde22ed82fd9e9017ce2b13c56cc840703777da00" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hamgas-v1e400_th-2.31_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/hamgas-v1e400_th-2.31_spn_ckpt1.00_size22.0.json index d672978be50a6ecdcfd40ef7cd75e4abe7beeeac..e8ed6946399097e2a2aa7027cb10837691baabe5 100644 --- a/ponyxl_loras_shrunk/hamgas-v1e400_th-2.31_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/hamgas-v1e400_th-2.31_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.004888483880678009 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hamgas": { "img_count": 48, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "48", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 48, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "3379619229", - "ss_session_id": "3509618999", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3379619229, + "ss_session_id": 3509618999, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hamgas": { "4 toes": 12, @@ -464,16 +464,16 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709744069.0701103", - "ss_training_started_at": "1709723400.72769", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709744069.0701103, + "ss_training_started_at": 1709723400.72769, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "4b5ea6c5", "sshs_model_hash": "c9090f04a6b2d3252fd1b82fde22ed82fd9e9017ce2b13c56cc840703777da00" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hamgas-v1e400_th-2.34_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/hamgas-v1e400_th-2.34_spn_ckpt1.00_size24.0.json index d672978be50a6ecdcfd40ef7cd75e4abe7beeeac..e8ed6946399097e2a2aa7027cb10837691baabe5 100644 --- a/ponyxl_loras_shrunk/hamgas-v1e400_th-2.34_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/hamgas-v1e400_th-2.34_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.004888483880678009 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hamgas": { "img_count": 48, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "48", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 48, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "3379619229", - "ss_session_id": "3509618999", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3379619229, + "ss_session_id": 3509618999, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hamgas": { "4 toes": 12, @@ -464,16 +464,16 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709744069.0701103", - "ss_training_started_at": "1709723400.72769", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709744069.0701103, + "ss_training_started_at": 1709723400.72769, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "4b5ea6c5", "sshs_model_hash": "c9090f04a6b2d3252fd1b82fde22ed82fd9e9017ce2b13c56cc840703777da00" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hamgas-v1e400_th-2.49_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/hamgas-v1e400_th-2.49_spn_ckpt1.00_size32.0.json index d672978be50a6ecdcfd40ef7cd75e4abe7beeeac..e8ed6946399097e2a2aa7027cb10837691baabe5 100644 --- a/ponyxl_loras_shrunk/hamgas-v1e400_th-2.49_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/hamgas-v1e400_th-2.49_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.004888483880678009 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hamgas": { "img_count": 48, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "48", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 48, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "3379619229", - "ss_session_id": "3509618999", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3379619229, + "ss_session_id": 3509618999, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hamgas": { "4 toes": 12, @@ -464,16 +464,16 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709744069.0701103", - "ss_training_started_at": "1709723400.72769", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709744069.0701103, + "ss_training_started_at": 1709723400.72769, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "4b5ea6c5", "sshs_model_hash": "c9090f04a6b2d3252fd1b82fde22ed82fd9e9017ce2b13c56cc840703777da00" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hamgas-v1e400_th-2.62_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/hamgas-v1e400_th-2.62_fro_ckpt1.00_size4.0.json index d672978be50a6ecdcfd40ef7cd75e4abe7beeeac..e8ed6946399097e2a2aa7027cb10837691baabe5 100644 --- a/ponyxl_loras_shrunk/hamgas-v1e400_th-2.62_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/hamgas-v1e400_th-2.62_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.004888483880678009 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hamgas": { "img_count": 48, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "48", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 48, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "3379619229", - "ss_session_id": "3509618999", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3379619229, + "ss_session_id": 3509618999, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hamgas": { "4 toes": 12, @@ -464,16 +464,16 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709744069.0701103", - "ss_training_started_at": "1709723400.72769", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709744069.0701103, + "ss_training_started_at": 1709723400.72769, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "4b5ea6c5", "sshs_model_hash": "c9090f04a6b2d3252fd1b82fde22ed82fd9e9017ce2b13c56cc840703777da00" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hamgas-v1e400_th-2.89_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/hamgas-v1e400_th-2.89_fro_ckpt1.00_size8.0.json index d672978be50a6ecdcfd40ef7cd75e4abe7beeeac..e8ed6946399097e2a2aa7027cb10837691baabe5 100644 --- a/ponyxl_loras_shrunk/hamgas-v1e400_th-2.89_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/hamgas-v1e400_th-2.89_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.004888483880678009 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hamgas": { "img_count": 48, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "48", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 48, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "3379619229", - "ss_session_id": "3509618999", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3379619229, + "ss_session_id": 3509618999, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hamgas": { "4 toes": 12, @@ -464,16 +464,16 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709744069.0701103", - "ss_training_started_at": "1709723400.72769", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709744069.0701103, + "ss_training_started_at": 1709723400.72769, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "4b5ea6c5", "sshs_model_hash": "c9090f04a6b2d3252fd1b82fde22ed82fd9e9017ce2b13c56cc840703777da00" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hamgas-v1e400_th-3.04_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/hamgas-v1e400_th-3.04_fro_ckpt1.00_size12.0.json index d672978be50a6ecdcfd40ef7cd75e4abe7beeeac..e8ed6946399097e2a2aa7027cb10837691baabe5 100644 --- a/ponyxl_loras_shrunk/hamgas-v1e400_th-3.04_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/hamgas-v1e400_th-3.04_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.004888483880678009 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hamgas": { "img_count": 48, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "48", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 48, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "3379619229", - "ss_session_id": "3509618999", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3379619229, + "ss_session_id": 3509618999, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hamgas": { "4 toes": 12, @@ -464,16 +464,16 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709744069.0701103", - "ss_training_started_at": "1709723400.72769", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709744069.0701103, + "ss_training_started_at": 1709723400.72769, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "4b5ea6c5", "sshs_model_hash": "c9090f04a6b2d3252fd1b82fde22ed82fd9e9017ce2b13c56cc840703777da00" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hamgas-v1e400_th-3.09_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/hamgas-v1e400_th-3.09_fro_ckpt1.00_size14.0.json index d672978be50a6ecdcfd40ef7cd75e4abe7beeeac..e8ed6946399097e2a2aa7027cb10837691baabe5 100644 --- a/ponyxl_loras_shrunk/hamgas-v1e400_th-3.09_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/hamgas-v1e400_th-3.09_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.004888483880678009 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hamgas": { "img_count": 48, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "48", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 48, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "3379619229", - "ss_session_id": "3509618999", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3379619229, + "ss_session_id": 3509618999, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hamgas": { "4 toes": 12, @@ -464,16 +464,16 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709744069.0701103", - "ss_training_started_at": "1709723400.72769", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709744069.0701103, + "ss_training_started_at": 1709723400.72769, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "4b5ea6c5", "sshs_model_hash": "c9090f04a6b2d3252fd1b82fde22ed82fd9e9017ce2b13c56cc840703777da00" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hamgas-v1e400_th-3.13_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/hamgas-v1e400_th-3.13_fro_ckpt1.00_size16.0.json index d672978be50a6ecdcfd40ef7cd75e4abe7beeeac..e8ed6946399097e2a2aa7027cb10837691baabe5 100644 --- a/ponyxl_loras_shrunk/hamgas-v1e400_th-3.13_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/hamgas-v1e400_th-3.13_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.004888483880678009 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hamgas": { "img_count": 48, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "48", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 48, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "3379619229", - "ss_session_id": "3509618999", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3379619229, + "ss_session_id": 3509618999, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hamgas": { "4 toes": 12, @@ -464,16 +464,16 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709744069.0701103", - "ss_training_started_at": "1709723400.72769", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709744069.0701103, + "ss_training_started_at": 1709723400.72769, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "4b5ea6c5", "sshs_model_hash": "c9090f04a6b2d3252fd1b82fde22ed82fd9e9017ce2b13c56cc840703777da00" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hamgas-v1e400_th-3.17_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/hamgas-v1e400_th-3.17_fro_ckpt1.00_size18.0.json index d672978be50a6ecdcfd40ef7cd75e4abe7beeeac..e8ed6946399097e2a2aa7027cb10837691baabe5 100644 --- a/ponyxl_loras_shrunk/hamgas-v1e400_th-3.17_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/hamgas-v1e400_th-3.17_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.004888483880678009 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hamgas": { "img_count": 48, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "48", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 48, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "3379619229", - "ss_session_id": "3509618999", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3379619229, + "ss_session_id": 3509618999, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hamgas": { "4 toes": 12, @@ -464,16 +464,16 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709744069.0701103", - "ss_training_started_at": "1709723400.72769", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709744069.0701103, + "ss_training_started_at": 1709723400.72769, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "4b5ea6c5", "sshs_model_hash": "c9090f04a6b2d3252fd1b82fde22ed82fd9e9017ce2b13c56cc840703777da00" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hamgas-v1e400_th-3.21_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/hamgas-v1e400_th-3.21_fro_ckpt1.00_size20.0.json index d672978be50a6ecdcfd40ef7cd75e4abe7beeeac..e8ed6946399097e2a2aa7027cb10837691baabe5 100644 --- a/ponyxl_loras_shrunk/hamgas-v1e400_th-3.21_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/hamgas-v1e400_th-3.21_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.004888483880678009 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hamgas": { "img_count": 48, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "48", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 48, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "3379619229", - "ss_session_id": "3509618999", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3379619229, + "ss_session_id": 3509618999, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hamgas": { "4 toes": 12, @@ -464,16 +464,16 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709744069.0701103", - "ss_training_started_at": "1709723400.72769", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709744069.0701103, + "ss_training_started_at": 1709723400.72769, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "4b5ea6c5", "sshs_model_hash": "c9090f04a6b2d3252fd1b82fde22ed82fd9e9017ce2b13c56cc840703777da00" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hamgas-v1e400_th-3.24_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/hamgas-v1e400_th-3.24_fro_ckpt1.00_size22.0.json index d672978be50a6ecdcfd40ef7cd75e4abe7beeeac..e8ed6946399097e2a2aa7027cb10837691baabe5 100644 --- a/ponyxl_loras_shrunk/hamgas-v1e400_th-3.24_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/hamgas-v1e400_th-3.24_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.004888483880678009 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hamgas": { "img_count": 48, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "48", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 48, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "3379619229", - "ss_session_id": "3509618999", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3379619229, + "ss_session_id": 3509618999, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hamgas": { "4 toes": 12, @@ -464,16 +464,16 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709744069.0701103", - "ss_training_started_at": "1709723400.72769", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709744069.0701103, + "ss_training_started_at": 1709723400.72769, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "4b5ea6c5", "sshs_model_hash": "c9090f04a6b2d3252fd1b82fde22ed82fd9e9017ce2b13c56cc840703777da00" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hamgas-v1e400_th-3.27_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/hamgas-v1e400_th-3.27_fro_ckpt1.00_size24.0.json index d672978be50a6ecdcfd40ef7cd75e4abe7beeeac..e8ed6946399097e2a2aa7027cb10837691baabe5 100644 --- a/ponyxl_loras_shrunk/hamgas-v1e400_th-3.27_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/hamgas-v1e400_th-3.27_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.004888483880678009 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hamgas": { "img_count": 48, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "48", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 48, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "3379619229", - "ss_session_id": "3509618999", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3379619229, + "ss_session_id": 3509618999, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hamgas": { "4 toes": 12, @@ -464,16 +464,16 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709744069.0701103", - "ss_training_started_at": "1709723400.72769", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709744069.0701103, + "ss_training_started_at": 1709723400.72769, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "4b5ea6c5", "sshs_model_hash": "c9090f04a6b2d3252fd1b82fde22ed82fd9e9017ce2b13c56cc840703777da00" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hamgas-v1e400_th-3.40_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/hamgas-v1e400_th-3.40_fro_ckpt1.00_size32.0.json index d672978be50a6ecdcfd40ef7cd75e4abe7beeeac..e8ed6946399097e2a2aa7027cb10837691baabe5 100644 --- a/ponyxl_loras_shrunk/hamgas-v1e400_th-3.40_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/hamgas-v1e400_th-3.40_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.004888483880678009 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hamgas": { "img_count": 48, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "48", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 48, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "3379619229", - "ss_session_id": "3509618999", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3379619229, + "ss_session_id": 3509618999, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hamgas": { "4 toes": 12, @@ -464,16 +464,16 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709744069.0701103", - "ss_training_started_at": "1709723400.72769", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709744069.0701103, + "ss_training_started_at": 1709723400.72769, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "4b5ea6c5", "sshs_model_hash": "c9090f04a6b2d3252fd1b82fde22ed82fd9e9017ce2b13c56cc840703777da00" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-1.00_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-1.00_spn_lora0.50_spn_ckpt0.50_size4.0.json index 02e85bf77fd45527795ea44ef9cb4c29cffb6184..e40a8edea376c554fb9646d6903581f572ae1a14 100644 --- a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-1.00_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-1.00_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.03612901458720504 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "98_honovy": { "img_count": 50, "n_repeats": 98 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "108", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 108, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "314", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 314, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "e6b15c7e4a34edfdc31f32e121675115e6d47a5a", - "ss_seed": "4236807696", - "ss_session_id": "2531718476", - "ss_shuffle_caption": "False", - "ss_steps": "108", + "ss_seed": 4236807696, + "ss_session_id": 2531718476, + "ss_shuffle_caption": false, + "ss_steps": 108, "ss_tag_frequency": { "98_honovy": { "1boy": 14, @@ -641,14 +641,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705450729.7280955", - "ss_training_started_at": "1705440768.6003466", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705450729.7280955, + "ss_training_started_at": 1705440768.6003466, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d81fafd0", "sshs_model_hash": "58daf889a0c4b2d3d552db0a4622f87fd490fe02bfa9873ede2d3cedf132ec73" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-1.24_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-1.24_spn_lora0.50_spn_ckpt0.50_size8.0.json index 02e85bf77fd45527795ea44ef9cb4c29cffb6184..e40a8edea376c554fb9646d6903581f572ae1a14 100644 --- a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-1.24_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-1.24_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.03612901458720504 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "98_honovy": { "img_count": 50, "n_repeats": 98 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "108", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 108, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "314", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 314, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "e6b15c7e4a34edfdc31f32e121675115e6d47a5a", - "ss_seed": "4236807696", - "ss_session_id": "2531718476", - "ss_shuffle_caption": "False", - "ss_steps": "108", + "ss_seed": 4236807696, + "ss_session_id": 2531718476, + "ss_shuffle_caption": false, + "ss_steps": 108, "ss_tag_frequency": { "98_honovy": { "1boy": 14, @@ -641,14 +641,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705450729.7280955", - "ss_training_started_at": "1705440768.6003466", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705450729.7280955, + "ss_training_started_at": 1705440768.6003466, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d81fafd0", "sshs_model_hash": "58daf889a0c4b2d3d552db0a4622f87fd490fe02bfa9873ede2d3cedf132ec73" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-1.35_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-1.35_spn_lora0.50_spn_ckpt0.50_size12.0.json index 02e85bf77fd45527795ea44ef9cb4c29cffb6184..e40a8edea376c554fb9646d6903581f572ae1a14 100644 --- a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-1.35_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-1.35_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.03612901458720504 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "98_honovy": { "img_count": 50, "n_repeats": 98 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "108", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 108, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "314", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 314, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "e6b15c7e4a34edfdc31f32e121675115e6d47a5a", - "ss_seed": "4236807696", - "ss_session_id": "2531718476", - "ss_shuffle_caption": "False", - "ss_steps": "108", + "ss_seed": 4236807696, + "ss_session_id": 2531718476, + "ss_shuffle_caption": false, + "ss_steps": 108, "ss_tag_frequency": { "98_honovy": { "1boy": 14, @@ -641,14 +641,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705450729.7280955", - "ss_training_started_at": "1705440768.6003466", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705450729.7280955, + "ss_training_started_at": 1705440768.6003466, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d81fafd0", "sshs_model_hash": "58daf889a0c4b2d3d552db0a4622f87fd490fe02bfa9873ede2d3cedf132ec73" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-1.54_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-1.54_spn_lora0.50_spn_ckpt0.50_size24.0.json index 02e85bf77fd45527795ea44ef9cb4c29cffb6184..e40a8edea376c554fb9646d6903581f572ae1a14 100644 --- a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-1.54_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-1.54_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.03612901458720504 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "98_honovy": { "img_count": 50, "n_repeats": 98 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "108", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 108, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "314", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 314, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "e6b15c7e4a34edfdc31f32e121675115e6d47a5a", - "ss_seed": "4236807696", - "ss_session_id": "2531718476", - "ss_shuffle_caption": "False", - "ss_steps": "108", + "ss_seed": 4236807696, + "ss_session_id": 2531718476, + "ss_shuffle_caption": false, + "ss_steps": 108, "ss_tag_frequency": { "98_honovy": { "1boy": 14, @@ -641,14 +641,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705450729.7280955", - "ss_training_started_at": "1705440768.6003466", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705450729.7280955, + "ss_training_started_at": 1705440768.6003466, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d81fafd0", "sshs_model_hash": "58daf889a0c4b2d3d552db0a4622f87fd490fe02bfa9873ede2d3cedf132ec73" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-1.65_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-1.65_spn_lora0.50_spn_ckpt0.50_size32.0.json index 02e85bf77fd45527795ea44ef9cb4c29cffb6184..e40a8edea376c554fb9646d6903581f572ae1a14 100644 --- a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-1.65_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-1.65_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.03612901458720504 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "98_honovy": { "img_count": 50, "n_repeats": 98 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "108", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 108, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "314", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 314, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "e6b15c7e4a34edfdc31f32e121675115e6d47a5a", - "ss_seed": "4236807696", - "ss_session_id": "2531718476", - "ss_shuffle_caption": "False", - "ss_steps": "108", + "ss_seed": 4236807696, + "ss_session_id": 2531718476, + "ss_shuffle_caption": false, + "ss_steps": 108, "ss_tag_frequency": { "98_honovy": { "1boy": 14, @@ -641,14 +641,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705450729.7280955", - "ss_training_started_at": "1705440768.6003466", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705450729.7280955, + "ss_training_started_at": 1705440768.6003466, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d81fafd0", "sshs_model_hash": "58daf889a0c4b2d3d552db0a4622f87fd490fe02bfa9873ede2d3cedf132ec73" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-1.97_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-1.97_spn_ckpt1.00_size4.0.json index 02e85bf77fd45527795ea44ef9cb4c29cffb6184..e40a8edea376c554fb9646d6903581f572ae1a14 100644 --- a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-1.97_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-1.97_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.03612901458720504 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "98_honovy": { "img_count": 50, "n_repeats": 98 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "108", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 108, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "314", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 314, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "e6b15c7e4a34edfdc31f32e121675115e6d47a5a", - "ss_seed": "4236807696", - "ss_session_id": "2531718476", - "ss_shuffle_caption": "False", - "ss_steps": "108", + "ss_seed": 4236807696, + "ss_session_id": 2531718476, + "ss_shuffle_caption": false, + "ss_steps": 108, "ss_tag_frequency": { "98_honovy": { "1boy": 14, @@ -641,14 +641,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705450729.7280955", - "ss_training_started_at": "1705440768.6003466", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705450729.7280955, + "ss_training_started_at": 1705440768.6003466, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d81fafd0", "sshs_model_hash": "58daf889a0c4b2d3d552db0a4622f87fd490fe02bfa9873ede2d3cedf132ec73" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.22_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.22_spn_ckpt1.00_size8.0.json index 02e85bf77fd45527795ea44ef9cb4c29cffb6184..e40a8edea376c554fb9646d6903581f572ae1a14 100644 --- a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.22_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.22_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.03612901458720504 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "98_honovy": { "img_count": 50, "n_repeats": 98 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "108", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 108, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "314", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 314, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "e6b15c7e4a34edfdc31f32e121675115e6d47a5a", - "ss_seed": "4236807696", - "ss_session_id": "2531718476", - "ss_shuffle_caption": "False", - "ss_steps": "108", + "ss_seed": 4236807696, + "ss_session_id": 2531718476, + "ss_shuffle_caption": false, + "ss_steps": 108, "ss_tag_frequency": { "98_honovy": { "1boy": 14, @@ -641,14 +641,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705450729.7280955", - "ss_training_started_at": "1705440768.6003466", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705450729.7280955, + "ss_training_started_at": 1705440768.6003466, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d81fafd0", "sshs_model_hash": "58daf889a0c4b2d3d552db0a4622f87fd490fe02bfa9873ede2d3cedf132ec73" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.34_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.34_spn_ckpt1.00_size12.0.json index 02e85bf77fd45527795ea44ef9cb4c29cffb6184..e40a8edea376c554fb9646d6903581f572ae1a14 100644 --- a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.34_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.34_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.03612901458720504 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "98_honovy": { "img_count": 50, "n_repeats": 98 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "108", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 108, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "314", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 314, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "e6b15c7e4a34edfdc31f32e121675115e6d47a5a", - "ss_seed": "4236807696", - "ss_session_id": "2531718476", - "ss_shuffle_caption": "False", - "ss_steps": "108", + "ss_seed": 4236807696, + "ss_session_id": 2531718476, + "ss_shuffle_caption": false, + "ss_steps": 108, "ss_tag_frequency": { "98_honovy": { "1boy": 14, @@ -641,14 +641,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705450729.7280955", - "ss_training_started_at": "1705440768.6003466", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705450729.7280955, + "ss_training_started_at": 1705440768.6003466, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d81fafd0", "sshs_model_hash": "58daf889a0c4b2d3d552db0a4622f87fd490fe02bfa9873ede2d3cedf132ec73" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.39_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.39_spn_ckpt1.00_size14.0.json index 02e85bf77fd45527795ea44ef9cb4c29cffb6184..e40a8edea376c554fb9646d6903581f572ae1a14 100644 --- a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.39_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.39_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.03612901458720504 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "98_honovy": { "img_count": 50, "n_repeats": 98 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "108", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 108, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "314", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 314, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "e6b15c7e4a34edfdc31f32e121675115e6d47a5a", - "ss_seed": "4236807696", - "ss_session_id": "2531718476", - "ss_shuffle_caption": "False", - "ss_steps": "108", + "ss_seed": 4236807696, + "ss_session_id": 2531718476, + "ss_shuffle_caption": false, + "ss_steps": 108, "ss_tag_frequency": { "98_honovy": { "1boy": 14, @@ -641,14 +641,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705450729.7280955", - "ss_training_started_at": "1705440768.6003466", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705450729.7280955, + "ss_training_started_at": 1705440768.6003466, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d81fafd0", "sshs_model_hash": "58daf889a0c4b2d3d552db0a4622f87fd490fe02bfa9873ede2d3cedf132ec73" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.43_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.43_spn_ckpt1.00_size16.0.json index 02e85bf77fd45527795ea44ef9cb4c29cffb6184..e40a8edea376c554fb9646d6903581f572ae1a14 100644 --- a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.43_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.43_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.03612901458720504 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "98_honovy": { "img_count": 50, "n_repeats": 98 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "108", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 108, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "314", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 314, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "e6b15c7e4a34edfdc31f32e121675115e6d47a5a", - "ss_seed": "4236807696", - "ss_session_id": "2531718476", - "ss_shuffle_caption": "False", - "ss_steps": "108", + "ss_seed": 4236807696, + "ss_session_id": 2531718476, + "ss_shuffle_caption": false, + "ss_steps": 108, "ss_tag_frequency": { "98_honovy": { "1boy": 14, @@ -641,14 +641,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705450729.7280955", - "ss_training_started_at": "1705440768.6003466", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705450729.7280955, + "ss_training_started_at": 1705440768.6003466, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d81fafd0", "sshs_model_hash": "58daf889a0c4b2d3d552db0a4622f87fd490fe02bfa9873ede2d3cedf132ec73" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.47_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.47_spn_ckpt1.00_size18.0.json index 02e85bf77fd45527795ea44ef9cb4c29cffb6184..e40a8edea376c554fb9646d6903581f572ae1a14 100644 --- a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.47_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.47_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.03612901458720504 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "98_honovy": { "img_count": 50, "n_repeats": 98 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "108", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 108, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "314", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 314, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "e6b15c7e4a34edfdc31f32e121675115e6d47a5a", - "ss_seed": "4236807696", - "ss_session_id": "2531718476", - "ss_shuffle_caption": "False", - "ss_steps": "108", + "ss_seed": 4236807696, + "ss_session_id": 2531718476, + "ss_shuffle_caption": false, + "ss_steps": 108, "ss_tag_frequency": { "98_honovy": { "1boy": 14, @@ -641,14 +641,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705450729.7280955", - "ss_training_started_at": "1705440768.6003466", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705450729.7280955, + "ss_training_started_at": 1705440768.6003466, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d81fafd0", "sshs_model_hash": "58daf889a0c4b2d3d552db0a4622f87fd490fe02bfa9873ede2d3cedf132ec73" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.50_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.50_spn_ckpt1.00_size20.0.json index 02e85bf77fd45527795ea44ef9cb4c29cffb6184..e40a8edea376c554fb9646d6903581f572ae1a14 100644 --- a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.50_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.50_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.03612901458720504 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "98_honovy": { "img_count": 50, "n_repeats": 98 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "108", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 108, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "314", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 314, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "e6b15c7e4a34edfdc31f32e121675115e6d47a5a", - "ss_seed": "4236807696", - "ss_session_id": "2531718476", - "ss_shuffle_caption": "False", - "ss_steps": "108", + "ss_seed": 4236807696, + "ss_session_id": 2531718476, + "ss_shuffle_caption": false, + "ss_steps": 108, "ss_tag_frequency": { "98_honovy": { "1boy": 14, @@ -641,14 +641,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705450729.7280955", - "ss_training_started_at": "1705440768.6003466", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705450729.7280955, + "ss_training_started_at": 1705440768.6003466, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d81fafd0", "sshs_model_hash": "58daf889a0c4b2d3d552db0a4622f87fd490fe02bfa9873ede2d3cedf132ec73" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.53_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.53_spn_ckpt1.00_size22.0.json index 02e85bf77fd45527795ea44ef9cb4c29cffb6184..e40a8edea376c554fb9646d6903581f572ae1a14 100644 --- a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.53_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.53_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.03612901458720504 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "98_honovy": { "img_count": 50, "n_repeats": 98 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "108", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 108, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "314", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 314, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "e6b15c7e4a34edfdc31f32e121675115e6d47a5a", - "ss_seed": "4236807696", - "ss_session_id": "2531718476", - "ss_shuffle_caption": "False", - "ss_steps": "108", + "ss_seed": 4236807696, + "ss_session_id": 2531718476, + "ss_shuffle_caption": false, + "ss_steps": 108, "ss_tag_frequency": { "98_honovy": { "1boy": 14, @@ -641,14 +641,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705450729.7280955", - "ss_training_started_at": "1705440768.6003466", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705450729.7280955, + "ss_training_started_at": 1705440768.6003466, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d81fafd0", "sshs_model_hash": "58daf889a0c4b2d3d552db0a4622f87fd490fe02bfa9873ede2d3cedf132ec73" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.57_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.57_spn_ckpt1.00_size24.0.json index 02e85bf77fd45527795ea44ef9cb4c29cffb6184..e40a8edea376c554fb9646d6903581f572ae1a14 100644 --- a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.57_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.57_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.03612901458720504 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "98_honovy": { "img_count": 50, "n_repeats": 98 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "108", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 108, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "314", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 314, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "e6b15c7e4a34edfdc31f32e121675115e6d47a5a", - "ss_seed": "4236807696", - "ss_session_id": "2531718476", - "ss_shuffle_caption": "False", - "ss_steps": "108", + "ss_seed": 4236807696, + "ss_session_id": 2531718476, + "ss_shuffle_caption": false, + "ss_steps": 108, "ss_tag_frequency": { "98_honovy": { "1boy": 14, @@ -641,14 +641,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705450729.7280955", - "ss_training_started_at": "1705440768.6003466", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705450729.7280955, + "ss_training_started_at": 1705440768.6003466, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d81fafd0", "sshs_model_hash": "58daf889a0c4b2d3d552db0a4622f87fd490fe02bfa9873ede2d3cedf132ec73" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.69_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.69_spn_ckpt1.00_size32.0.json index 02e85bf77fd45527795ea44ef9cb4c29cffb6184..e40a8edea376c554fb9646d6903581f572ae1a14 100644 --- a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.69_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.69_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.03612901458720504 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "98_honovy": { "img_count": 50, "n_repeats": 98 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "108", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 108, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "314", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 314, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "e6b15c7e4a34edfdc31f32e121675115e6d47a5a", - "ss_seed": "4236807696", - "ss_session_id": "2531718476", - "ss_shuffle_caption": "False", - "ss_steps": "108", + "ss_seed": 4236807696, + "ss_session_id": 2531718476, + "ss_shuffle_caption": false, + "ss_steps": 108, "ss_tag_frequency": { "98_honovy": { "1boy": 14, @@ -641,14 +641,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705450729.7280955", - "ss_training_started_at": "1705440768.6003466", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705450729.7280955, + "ss_training_started_at": 1705440768.6003466, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d81fafd0", "sshs_model_hash": "58daf889a0c4b2d3d552db0a4622f87fd490fe02bfa9873ede2d3cedf132ec73" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.90_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.90_fro_ckpt1.00_size4.0.json index 02e85bf77fd45527795ea44ef9cb4c29cffb6184..e40a8edea376c554fb9646d6903581f572ae1a14 100644 --- a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.90_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-2.90_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.03612901458720504 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "98_honovy": { "img_count": 50, "n_repeats": 98 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "108", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 108, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "314", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 314, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "e6b15c7e4a34edfdc31f32e121675115e6d47a5a", - "ss_seed": "4236807696", - "ss_session_id": "2531718476", - "ss_shuffle_caption": "False", - "ss_steps": "108", + "ss_seed": 4236807696, + "ss_session_id": 2531718476, + "ss_shuffle_caption": false, + "ss_steps": 108, "ss_tag_frequency": { "98_honovy": { "1boy": 14, @@ -641,14 +641,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705450729.7280955", - "ss_training_started_at": "1705440768.6003466", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705450729.7280955, + "ss_training_started_at": 1705440768.6003466, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d81fafd0", "sshs_model_hash": "58daf889a0c4b2d3d552db0a4622f87fd490fe02bfa9873ede2d3cedf132ec73" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.15_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.15_fro_ckpt1.00_size8.0.json index 02e85bf77fd45527795ea44ef9cb4c29cffb6184..e40a8edea376c554fb9646d6903581f572ae1a14 100644 --- a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.15_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.15_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.03612901458720504 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "98_honovy": { "img_count": 50, "n_repeats": 98 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "108", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 108, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "314", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 314, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "e6b15c7e4a34edfdc31f32e121675115e6d47a5a", - "ss_seed": "4236807696", - "ss_session_id": "2531718476", - "ss_shuffle_caption": "False", - "ss_steps": "108", + "ss_seed": 4236807696, + "ss_session_id": 2531718476, + "ss_shuffle_caption": false, + "ss_steps": 108, "ss_tag_frequency": { "98_honovy": { "1boy": 14, @@ -641,14 +641,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705450729.7280955", - "ss_training_started_at": "1705440768.6003466", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705450729.7280955, + "ss_training_started_at": 1705440768.6003466, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d81fafd0", "sshs_model_hash": "58daf889a0c4b2d3d552db0a4622f87fd490fe02bfa9873ede2d3cedf132ec73" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.29_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.29_fro_ckpt1.00_size12.0.json index 02e85bf77fd45527795ea44ef9cb4c29cffb6184..e40a8edea376c554fb9646d6903581f572ae1a14 100644 --- a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.29_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.29_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.03612901458720504 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "98_honovy": { "img_count": 50, "n_repeats": 98 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "108", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 108, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "314", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 314, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "e6b15c7e4a34edfdc31f32e121675115e6d47a5a", - "ss_seed": "4236807696", - "ss_session_id": "2531718476", - "ss_shuffle_caption": "False", - "ss_steps": "108", + "ss_seed": 4236807696, + "ss_session_id": 2531718476, + "ss_shuffle_caption": false, + "ss_steps": 108, "ss_tag_frequency": { "98_honovy": { "1boy": 14, @@ -641,14 +641,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705450729.7280955", - "ss_training_started_at": "1705440768.6003466", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705450729.7280955, + "ss_training_started_at": 1705440768.6003466, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d81fafd0", "sshs_model_hash": "58daf889a0c4b2d3d552db0a4622f87fd490fe02bfa9873ede2d3cedf132ec73" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.33_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.33_fro_ckpt1.00_size14.0.json index 02e85bf77fd45527795ea44ef9cb4c29cffb6184..e40a8edea376c554fb9646d6903581f572ae1a14 100644 --- a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.33_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.33_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.03612901458720504 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "98_honovy": { "img_count": 50, "n_repeats": 98 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "108", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 108, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "314", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 314, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "e6b15c7e4a34edfdc31f32e121675115e6d47a5a", - "ss_seed": "4236807696", - "ss_session_id": "2531718476", - "ss_shuffle_caption": "False", - "ss_steps": "108", + "ss_seed": 4236807696, + "ss_session_id": 2531718476, + "ss_shuffle_caption": false, + "ss_steps": 108, "ss_tag_frequency": { "98_honovy": { "1boy": 14, @@ -641,14 +641,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705450729.7280955", - "ss_training_started_at": "1705440768.6003466", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705450729.7280955, + "ss_training_started_at": 1705440768.6003466, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d81fafd0", "sshs_model_hash": "58daf889a0c4b2d3d552db0a4622f87fd490fe02bfa9873ede2d3cedf132ec73" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.37_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.37_fro_ckpt1.00_size16.0.json index 02e85bf77fd45527795ea44ef9cb4c29cffb6184..e40a8edea376c554fb9646d6903581f572ae1a14 100644 --- a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.37_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.37_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.03612901458720504 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "98_honovy": { "img_count": 50, "n_repeats": 98 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "108", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 108, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "314", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 314, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "e6b15c7e4a34edfdc31f32e121675115e6d47a5a", - "ss_seed": "4236807696", - "ss_session_id": "2531718476", - "ss_shuffle_caption": "False", - "ss_steps": "108", + "ss_seed": 4236807696, + "ss_session_id": 2531718476, + "ss_shuffle_caption": false, + "ss_steps": 108, "ss_tag_frequency": { "98_honovy": { "1boy": 14, @@ -641,14 +641,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705450729.7280955", - "ss_training_started_at": "1705440768.6003466", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705450729.7280955, + "ss_training_started_at": 1705440768.6003466, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d81fafd0", "sshs_model_hash": "58daf889a0c4b2d3d552db0a4622f87fd490fe02bfa9873ede2d3cedf132ec73" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.40_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.40_fro_ckpt1.00_size18.0.json index 02e85bf77fd45527795ea44ef9cb4c29cffb6184..e40a8edea376c554fb9646d6903581f572ae1a14 100644 --- a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.40_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.40_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.03612901458720504 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "98_honovy": { "img_count": 50, "n_repeats": 98 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "108", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 108, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "314", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 314, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "e6b15c7e4a34edfdc31f32e121675115e6d47a5a", - "ss_seed": "4236807696", - "ss_session_id": "2531718476", - "ss_shuffle_caption": "False", - "ss_steps": "108", + "ss_seed": 4236807696, + "ss_session_id": 2531718476, + "ss_shuffle_caption": false, + "ss_steps": 108, "ss_tag_frequency": { "98_honovy": { "1boy": 14, @@ -641,14 +641,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705450729.7280955", - "ss_training_started_at": "1705440768.6003466", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705450729.7280955, + "ss_training_started_at": 1705440768.6003466, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d81fafd0", "sshs_model_hash": "58daf889a0c4b2d3d552db0a4622f87fd490fe02bfa9873ede2d3cedf132ec73" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.43_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.43_fro_ckpt1.00_size20.0.json index 02e85bf77fd45527795ea44ef9cb4c29cffb6184..e40a8edea376c554fb9646d6903581f572ae1a14 100644 --- a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.43_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.43_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.03612901458720504 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "98_honovy": { "img_count": 50, "n_repeats": 98 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "108", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 108, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "314", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 314, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "e6b15c7e4a34edfdc31f32e121675115e6d47a5a", - "ss_seed": "4236807696", - "ss_session_id": "2531718476", - "ss_shuffle_caption": "False", - "ss_steps": "108", + "ss_seed": 4236807696, + "ss_session_id": 2531718476, + "ss_shuffle_caption": false, + "ss_steps": 108, "ss_tag_frequency": { "98_honovy": { "1boy": 14, @@ -641,14 +641,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705450729.7280955", - "ss_training_started_at": "1705440768.6003466", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705450729.7280955, + "ss_training_started_at": 1705440768.6003466, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d81fafd0", "sshs_model_hash": "58daf889a0c4b2d3d552db0a4622f87fd490fe02bfa9873ede2d3cedf132ec73" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.46_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.46_fro_ckpt1.00_size22.0.json index 02e85bf77fd45527795ea44ef9cb4c29cffb6184..e40a8edea376c554fb9646d6903581f572ae1a14 100644 --- a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.46_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.46_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.03612901458720504 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "98_honovy": { "img_count": 50, "n_repeats": 98 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "108", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 108, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "314", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 314, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "e6b15c7e4a34edfdc31f32e121675115e6d47a5a", - "ss_seed": "4236807696", - "ss_session_id": "2531718476", - "ss_shuffle_caption": "False", - "ss_steps": "108", + "ss_seed": 4236807696, + "ss_session_id": 2531718476, + "ss_shuffle_caption": false, + "ss_steps": 108, "ss_tag_frequency": { "98_honovy": { "1boy": 14, @@ -641,14 +641,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705450729.7280955", - "ss_training_started_at": "1705440768.6003466", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705450729.7280955, + "ss_training_started_at": 1705440768.6003466, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d81fafd0", "sshs_model_hash": "58daf889a0c4b2d3d552db0a4622f87fd490fe02bfa9873ede2d3cedf132ec73" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.49_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.49_fro_ckpt1.00_size24.0.json index 02e85bf77fd45527795ea44ef9cb4c29cffb6184..e40a8edea376c554fb9646d6903581f572ae1a14 100644 --- a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.49_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.49_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.03612901458720504 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "98_honovy": { "img_count": 50, "n_repeats": 98 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "108", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 108, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "314", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 314, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "e6b15c7e4a34edfdc31f32e121675115e6d47a5a", - "ss_seed": "4236807696", - "ss_session_id": "2531718476", - "ss_shuffle_caption": "False", - "ss_steps": "108", + "ss_seed": 4236807696, + "ss_session_id": 2531718476, + "ss_shuffle_caption": false, + "ss_steps": 108, "ss_tag_frequency": { "98_honovy": { "1boy": 14, @@ -641,14 +641,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705450729.7280955", - "ss_training_started_at": "1705440768.6003466", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705450729.7280955, + "ss_training_started_at": 1705440768.6003466, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d81fafd0", "sshs_model_hash": "58daf889a0c4b2d3d552db0a4622f87fd490fe02bfa9873ede2d3cedf132ec73" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.58_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.58_fro_ckpt1.00_size32.0.json index 02e85bf77fd45527795ea44ef9cb4c29cffb6184..e40a8edea376c554fb9646d6903581f572ae1a14 100644 --- a/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.58_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/honovy_ponyxl_v1e4_th-3.58_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "16", + "ss_batch_size_per_device": 16, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.03612901458720504 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "98_honovy": { "img_count": 50, "n_repeats": 98 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "108", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 108, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "314", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "4900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 314, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 4900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "e6b15c7e4a34edfdc31f32e121675115e6d47a5a", - "ss_seed": "4236807696", - "ss_session_id": "2531718476", - "ss_shuffle_caption": "False", - "ss_steps": "108", + "ss_seed": 4236807696, + "ss_session_id": 2531718476, + "ss_shuffle_caption": false, + "ss_steps": 108, "ss_tag_frequency": { "98_honovy": { "1boy": 14, @@ -641,14 +641,14 @@ "yuri": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705450729.7280955", - "ss_training_started_at": "1705440768.6003466", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705450729.7280955, + "ss_training_started_at": 1705440768.6003466, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d81fafd0", "sshs_model_hash": "58daf889a0c4b2d3d552db0a4622f87fd490fe02bfa9873ede2d3cedf132ec73" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hoodwink-v1e400_th-0.92_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/hoodwink-v1e400_th-0.92_spn_lora0.50_spn_ckpt0.50_size4.0.json index 26e967fcef268f75e8ac2190515ec42d9cb088c3..9ef17ca92ab9ee3467e9e25b430bcca0a1420bd3 100644 --- a/ponyxl_loras_shrunk/hoodwink-v1e400_th-0.92_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/hoodwink-v1e400_th-0.92_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.027583557729322285 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hoodwink_(dota)": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1233375737", - "ss_session_id": "1553516120", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1233375737, + "ss_session_id": 1553516120, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hoodwink_(dota)": { "3d \\(artwork\\)": 17, @@ -526,14 +526,14 @@ "young female": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711045716.2823014", - "ss_training_started_at": "1711034882.8638062", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711045716.2823014, + "ss_training_started_at": 1711034882.8638062, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a02e32c7", "sshs_model_hash": "66c8bb63f5640594a816404377773c3d175bf664c87678459810f816b8379c29" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hoodwink-v1e400_th-1.15_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/hoodwink-v1e400_th-1.15_spn_lora0.50_spn_ckpt0.50_size8.0.json index 26e967fcef268f75e8ac2190515ec42d9cb088c3..9ef17ca92ab9ee3467e9e25b430bcca0a1420bd3 100644 --- a/ponyxl_loras_shrunk/hoodwink-v1e400_th-1.15_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/hoodwink-v1e400_th-1.15_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.027583557729322285 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hoodwink_(dota)": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1233375737", - "ss_session_id": "1553516120", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1233375737, + "ss_session_id": 1553516120, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hoodwink_(dota)": { "3d \\(artwork\\)": 17, @@ -526,14 +526,14 @@ "young female": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711045716.2823014", - "ss_training_started_at": "1711034882.8638062", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711045716.2823014, + "ss_training_started_at": 1711034882.8638062, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a02e32c7", "sshs_model_hash": "66c8bb63f5640594a816404377773c3d175bf664c87678459810f816b8379c29" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hoodwink-v1e400_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/hoodwink-v1e400_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json index 26e967fcef268f75e8ac2190515ec42d9cb088c3..9ef17ca92ab9ee3467e9e25b430bcca0a1420bd3 100644 --- a/ponyxl_loras_shrunk/hoodwink-v1e400_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/hoodwink-v1e400_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.027583557729322285 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hoodwink_(dota)": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1233375737", - "ss_session_id": "1553516120", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1233375737, + "ss_session_id": 1553516120, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hoodwink_(dota)": { "3d \\(artwork\\)": 17, @@ -526,14 +526,14 @@ "young female": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711045716.2823014", - "ss_training_started_at": "1711034882.8638062", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711045716.2823014, + "ss_training_started_at": 1711034882.8638062, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a02e32c7", "sshs_model_hash": "66c8bb63f5640594a816404377773c3d175bf664c87678459810f816b8379c29" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hoodwink-v1e400_th-1.45_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/hoodwink-v1e400_th-1.45_spn_lora0.50_spn_ckpt0.50_size24.0.json index 26e967fcef268f75e8ac2190515ec42d9cb088c3..9ef17ca92ab9ee3467e9e25b430bcca0a1420bd3 100644 --- a/ponyxl_loras_shrunk/hoodwink-v1e400_th-1.45_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/hoodwink-v1e400_th-1.45_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.027583557729322285 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hoodwink_(dota)": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1233375737", - "ss_session_id": "1553516120", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1233375737, + "ss_session_id": 1553516120, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hoodwink_(dota)": { "3d \\(artwork\\)": 17, @@ -526,14 +526,14 @@ "young female": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711045716.2823014", - "ss_training_started_at": "1711034882.8638062", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711045716.2823014, + "ss_training_started_at": 1711034882.8638062, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a02e32c7", "sshs_model_hash": "66c8bb63f5640594a816404377773c3d175bf664c87678459810f816b8379c29" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hoodwink-v1e400_th-1.57_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/hoodwink-v1e400_th-1.57_spn_lora0.50_spn_ckpt0.50_size32.0.json index 26e967fcef268f75e8ac2190515ec42d9cb088c3..9ef17ca92ab9ee3467e9e25b430bcca0a1420bd3 100644 --- a/ponyxl_loras_shrunk/hoodwink-v1e400_th-1.57_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/hoodwink-v1e400_th-1.57_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.027583557729322285 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hoodwink_(dota)": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1233375737", - "ss_session_id": "1553516120", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1233375737, + "ss_session_id": 1553516120, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hoodwink_(dota)": { "3d \\(artwork\\)": 17, @@ -526,14 +526,14 @@ "young female": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711045716.2823014", - "ss_training_started_at": "1711034882.8638062", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711045716.2823014, + "ss_training_started_at": 1711034882.8638062, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a02e32c7", "sshs_model_hash": "66c8bb63f5640594a816404377773c3d175bf664c87678459810f816b8379c29" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hoodwink-v1e400_th-1.74_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/hoodwink-v1e400_th-1.74_spn_ckpt1.00_size4.0.json index 26e967fcef268f75e8ac2190515ec42d9cb088c3..9ef17ca92ab9ee3467e9e25b430bcca0a1420bd3 100644 --- a/ponyxl_loras_shrunk/hoodwink-v1e400_th-1.74_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/hoodwink-v1e400_th-1.74_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.027583557729322285 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hoodwink_(dota)": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1233375737", - "ss_session_id": "1553516120", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1233375737, + "ss_session_id": 1553516120, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hoodwink_(dota)": { "3d \\(artwork\\)": 17, @@ -526,14 +526,14 @@ "young female": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711045716.2823014", - "ss_training_started_at": "1711034882.8638062", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711045716.2823014, + "ss_training_started_at": 1711034882.8638062, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a02e32c7", "sshs_model_hash": "66c8bb63f5640594a816404377773c3d175bf664c87678459810f816b8379c29" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hoodwink-v1e400_th-1.99_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/hoodwink-v1e400_th-1.99_spn_ckpt1.00_size8.0.json index 26e967fcef268f75e8ac2190515ec42d9cb088c3..9ef17ca92ab9ee3467e9e25b430bcca0a1420bd3 100644 --- a/ponyxl_loras_shrunk/hoodwink-v1e400_th-1.99_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/hoodwink-v1e400_th-1.99_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.027583557729322285 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hoodwink_(dota)": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1233375737", - "ss_session_id": "1553516120", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1233375737, + "ss_session_id": 1553516120, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hoodwink_(dota)": { "3d \\(artwork\\)": 17, @@ -526,14 +526,14 @@ "young female": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711045716.2823014", - "ss_training_started_at": "1711034882.8638062", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711045716.2823014, + "ss_training_started_at": 1711034882.8638062, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a02e32c7", "sshs_model_hash": "66c8bb63f5640594a816404377773c3d175bf664c87678459810f816b8379c29" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.12_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.12_spn_ckpt1.00_size12.0.json index 26e967fcef268f75e8ac2190515ec42d9cb088c3..9ef17ca92ab9ee3467e9e25b430bcca0a1420bd3 100644 --- a/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.12_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.12_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.027583557729322285 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hoodwink_(dota)": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1233375737", - "ss_session_id": "1553516120", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1233375737, + "ss_session_id": 1553516120, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hoodwink_(dota)": { "3d \\(artwork\\)": 17, @@ -526,14 +526,14 @@ "young female": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711045716.2823014", - "ss_training_started_at": "1711034882.8638062", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711045716.2823014, + "ss_training_started_at": 1711034882.8638062, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a02e32c7", "sshs_model_hash": "66c8bb63f5640594a816404377773c3d175bf664c87678459810f816b8379c29" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.17_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.17_spn_ckpt1.00_size14.0.json index 26e967fcef268f75e8ac2190515ec42d9cb088c3..9ef17ca92ab9ee3467e9e25b430bcca0a1420bd3 100644 --- a/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.17_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.17_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.027583557729322285 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hoodwink_(dota)": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1233375737", - "ss_session_id": "1553516120", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1233375737, + "ss_session_id": 1553516120, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hoodwink_(dota)": { "3d \\(artwork\\)": 17, @@ -526,14 +526,14 @@ "young female": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711045716.2823014", - "ss_training_started_at": "1711034882.8638062", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711045716.2823014, + "ss_training_started_at": 1711034882.8638062, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a02e32c7", "sshs_model_hash": "66c8bb63f5640594a816404377773c3d175bf664c87678459810f816b8379c29" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.21_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.21_spn_ckpt1.00_size16.0.json index 26e967fcef268f75e8ac2190515ec42d9cb088c3..9ef17ca92ab9ee3467e9e25b430bcca0a1420bd3 100644 --- a/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.21_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.21_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.027583557729322285 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hoodwink_(dota)": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1233375737", - "ss_session_id": "1553516120", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1233375737, + "ss_session_id": 1553516120, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hoodwink_(dota)": { "3d \\(artwork\\)": 17, @@ -526,14 +526,14 @@ "young female": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711045716.2823014", - "ss_training_started_at": "1711034882.8638062", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711045716.2823014, + "ss_training_started_at": 1711034882.8638062, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a02e32c7", "sshs_model_hash": "66c8bb63f5640594a816404377773c3d175bf664c87678459810f816b8379c29" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.24_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.24_spn_ckpt1.00_size18.0.json index 26e967fcef268f75e8ac2190515ec42d9cb088c3..9ef17ca92ab9ee3467e9e25b430bcca0a1420bd3 100644 --- a/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.24_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.24_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.027583557729322285 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hoodwink_(dota)": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1233375737", - "ss_session_id": "1553516120", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1233375737, + "ss_session_id": 1553516120, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hoodwink_(dota)": { "3d \\(artwork\\)": 17, @@ -526,14 +526,14 @@ "young female": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711045716.2823014", - "ss_training_started_at": "1711034882.8638062", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711045716.2823014, + "ss_training_started_at": 1711034882.8638062, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a02e32c7", "sshs_model_hash": "66c8bb63f5640594a816404377773c3d175bf664c87678459810f816b8379c29" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.27_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.27_spn_ckpt1.00_size20.0.json index 26e967fcef268f75e8ac2190515ec42d9cb088c3..9ef17ca92ab9ee3467e9e25b430bcca0a1420bd3 100644 --- a/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.27_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.27_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.027583557729322285 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hoodwink_(dota)": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1233375737", - "ss_session_id": "1553516120", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1233375737, + "ss_session_id": 1553516120, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hoodwink_(dota)": { "3d \\(artwork\\)": 17, @@ -526,14 +526,14 @@ "young female": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711045716.2823014", - "ss_training_started_at": "1711034882.8638062", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711045716.2823014, + "ss_training_started_at": 1711034882.8638062, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a02e32c7", "sshs_model_hash": "66c8bb63f5640594a816404377773c3d175bf664c87678459810f816b8379c29" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.31_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.31_spn_ckpt1.00_size22.0.json index 26e967fcef268f75e8ac2190515ec42d9cb088c3..9ef17ca92ab9ee3467e9e25b430bcca0a1420bd3 100644 --- a/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.31_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.31_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.027583557729322285 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hoodwink_(dota)": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1233375737", - "ss_session_id": "1553516120", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1233375737, + "ss_session_id": 1553516120, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hoodwink_(dota)": { "3d \\(artwork\\)": 17, @@ -526,14 +526,14 @@ "young female": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711045716.2823014", - "ss_training_started_at": "1711034882.8638062", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711045716.2823014, + "ss_training_started_at": 1711034882.8638062, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a02e32c7", "sshs_model_hash": "66c8bb63f5640594a816404377773c3d175bf664c87678459810f816b8379c29" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.34_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.34_spn_ckpt1.00_size24.0.json index 26e967fcef268f75e8ac2190515ec42d9cb088c3..9ef17ca92ab9ee3467e9e25b430bcca0a1420bd3 100644 --- a/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.34_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.34_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.027583557729322285 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hoodwink_(dota)": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1233375737", - "ss_session_id": "1553516120", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1233375737, + "ss_session_id": 1553516120, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hoodwink_(dota)": { "3d \\(artwork\\)": 17, @@ -526,14 +526,14 @@ "young female": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711045716.2823014", - "ss_training_started_at": "1711034882.8638062", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711045716.2823014, + "ss_training_started_at": 1711034882.8638062, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a02e32c7", "sshs_model_hash": "66c8bb63f5640594a816404377773c3d175bf664c87678459810f816b8379c29" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.48_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.48_spn_ckpt1.00_size32.0.json index 26e967fcef268f75e8ac2190515ec42d9cb088c3..9ef17ca92ab9ee3467e9e25b430bcca0a1420bd3 100644 --- a/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.48_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.48_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.027583557729322285 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hoodwink_(dota)": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1233375737", - "ss_session_id": "1553516120", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1233375737, + "ss_session_id": 1553516120, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hoodwink_(dota)": { "3d \\(artwork\\)": 17, @@ -526,14 +526,14 @@ "young female": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711045716.2823014", - "ss_training_started_at": "1711034882.8638062", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711045716.2823014, + "ss_training_started_at": 1711034882.8638062, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a02e32c7", "sshs_model_hash": "66c8bb63f5640594a816404377773c3d175bf664c87678459810f816b8379c29" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.69_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.69_fro_ckpt1.00_size4.0.json index 26e967fcef268f75e8ac2190515ec42d9cb088c3..9ef17ca92ab9ee3467e9e25b430bcca0a1420bd3 100644 --- a/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.69_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.69_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.027583557729322285 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hoodwink_(dota)": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1233375737", - "ss_session_id": "1553516120", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1233375737, + "ss_session_id": 1553516120, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hoodwink_(dota)": { "3d \\(artwork\\)": 17, @@ -526,14 +526,14 @@ "young female": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711045716.2823014", - "ss_training_started_at": "1711034882.8638062", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711045716.2823014, + "ss_training_started_at": 1711034882.8638062, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a02e32c7", "sshs_model_hash": "66c8bb63f5640594a816404377773c3d175bf664c87678459810f816b8379c29" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.93_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.93_fro_ckpt1.00_size8.0.json index 26e967fcef268f75e8ac2190515ec42d9cb088c3..9ef17ca92ab9ee3467e9e25b430bcca0a1420bd3 100644 --- a/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.93_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/hoodwink-v1e400_th-2.93_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.027583557729322285 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hoodwink_(dota)": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1233375737", - "ss_session_id": "1553516120", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1233375737, + "ss_session_id": 1553516120, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hoodwink_(dota)": { "3d \\(artwork\\)": 17, @@ -526,14 +526,14 @@ "young female": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711045716.2823014", - "ss_training_started_at": "1711034882.8638062", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711045716.2823014, + "ss_training_started_at": 1711034882.8638062, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a02e32c7", "sshs_model_hash": "66c8bb63f5640594a816404377773c3d175bf664c87678459810f816b8379c29" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.07_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.07_fro_ckpt1.00_size12.0.json index 26e967fcef268f75e8ac2190515ec42d9cb088c3..9ef17ca92ab9ee3467e9e25b430bcca0a1420bd3 100644 --- a/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.07_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.07_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.027583557729322285 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hoodwink_(dota)": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1233375737", - "ss_session_id": "1553516120", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1233375737, + "ss_session_id": 1553516120, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hoodwink_(dota)": { "3d \\(artwork\\)": 17, @@ -526,14 +526,14 @@ "young female": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711045716.2823014", - "ss_training_started_at": "1711034882.8638062", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711045716.2823014, + "ss_training_started_at": 1711034882.8638062, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a02e32c7", "sshs_model_hash": "66c8bb63f5640594a816404377773c3d175bf664c87678459810f816b8379c29" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.12_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.12_fro_ckpt1.00_size14.0.json index 26e967fcef268f75e8ac2190515ec42d9cb088c3..9ef17ca92ab9ee3467e9e25b430bcca0a1420bd3 100644 --- a/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.12_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.12_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.027583557729322285 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hoodwink_(dota)": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1233375737", - "ss_session_id": "1553516120", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1233375737, + "ss_session_id": 1553516120, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hoodwink_(dota)": { "3d \\(artwork\\)": 17, @@ -526,14 +526,14 @@ "young female": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711045716.2823014", - "ss_training_started_at": "1711034882.8638062", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711045716.2823014, + "ss_training_started_at": 1711034882.8638062, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a02e32c7", "sshs_model_hash": "66c8bb63f5640594a816404377773c3d175bf664c87678459810f816b8379c29" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.16_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.16_fro_ckpt1.00_size16.0.json index 26e967fcef268f75e8ac2190515ec42d9cb088c3..9ef17ca92ab9ee3467e9e25b430bcca0a1420bd3 100644 --- a/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.16_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.16_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.027583557729322285 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hoodwink_(dota)": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1233375737", - "ss_session_id": "1553516120", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1233375737, + "ss_session_id": 1553516120, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hoodwink_(dota)": { "3d \\(artwork\\)": 17, @@ -526,14 +526,14 @@ "young female": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711045716.2823014", - "ss_training_started_at": "1711034882.8638062", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711045716.2823014, + "ss_training_started_at": 1711034882.8638062, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a02e32c7", "sshs_model_hash": "66c8bb63f5640594a816404377773c3d175bf664c87678459810f816b8379c29" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.19_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.19_fro_ckpt1.00_size18.0.json index 26e967fcef268f75e8ac2190515ec42d9cb088c3..9ef17ca92ab9ee3467e9e25b430bcca0a1420bd3 100644 --- a/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.19_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.19_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.027583557729322285 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hoodwink_(dota)": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1233375737", - "ss_session_id": "1553516120", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1233375737, + "ss_session_id": 1553516120, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hoodwink_(dota)": { "3d \\(artwork\\)": 17, @@ -526,14 +526,14 @@ "young female": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711045716.2823014", - "ss_training_started_at": "1711034882.8638062", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711045716.2823014, + "ss_training_started_at": 1711034882.8638062, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a02e32c7", "sshs_model_hash": "66c8bb63f5640594a816404377773c3d175bf664c87678459810f816b8379c29" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.22_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.22_fro_ckpt1.00_size20.0.json index 26e967fcef268f75e8ac2190515ec42d9cb088c3..9ef17ca92ab9ee3467e9e25b430bcca0a1420bd3 100644 --- a/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.22_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.22_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.027583557729322285 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hoodwink_(dota)": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1233375737", - "ss_session_id": "1553516120", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1233375737, + "ss_session_id": 1553516120, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hoodwink_(dota)": { "3d \\(artwork\\)": 17, @@ -526,14 +526,14 @@ "young female": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711045716.2823014", - "ss_training_started_at": "1711034882.8638062", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711045716.2823014, + "ss_training_started_at": 1711034882.8638062, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a02e32c7", "sshs_model_hash": "66c8bb63f5640594a816404377773c3d175bf664c87678459810f816b8379c29" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.24_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.24_fro_ckpt1.00_size22.0.json index 26e967fcef268f75e8ac2190515ec42d9cb088c3..9ef17ca92ab9ee3467e9e25b430bcca0a1420bd3 100644 --- a/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.24_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.24_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.027583557729322285 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hoodwink_(dota)": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1233375737", - "ss_session_id": "1553516120", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1233375737, + "ss_session_id": 1553516120, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hoodwink_(dota)": { "3d \\(artwork\\)": 17, @@ -526,14 +526,14 @@ "young female": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711045716.2823014", - "ss_training_started_at": "1711034882.8638062", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711045716.2823014, + "ss_training_started_at": 1711034882.8638062, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a02e32c7", "sshs_model_hash": "66c8bb63f5640594a816404377773c3d175bf664c87678459810f816b8379c29" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.27_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.27_fro_ckpt1.00_size24.0.json index 26e967fcef268f75e8ac2190515ec42d9cb088c3..9ef17ca92ab9ee3467e9e25b430bcca0a1420bd3 100644 --- a/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.27_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.27_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.027583557729322285 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hoodwink_(dota)": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1233375737", - "ss_session_id": "1553516120", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1233375737, + "ss_session_id": 1553516120, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hoodwink_(dota)": { "3d \\(artwork\\)": 17, @@ -526,14 +526,14 @@ "young female": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711045716.2823014", - "ss_training_started_at": "1711034882.8638062", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711045716.2823014, + "ss_training_started_at": 1711034882.8638062, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a02e32c7", "sshs_model_hash": "66c8bb63f5640594a816404377773c3d175bf664c87678459810f816b8379c29" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.37_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.37_fro_ckpt1.00_size32.0.json index 26e967fcef268f75e8ac2190515ec42d9cb088c3..9ef17ca92ab9ee3467e9e25b430bcca0a1420bd3 100644 --- a/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.37_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/hoodwink-v1e400_th-3.37_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.027583557729322285 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_hoodwink_(dota)": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "6", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 6, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1233375737", - "ss_session_id": "1553516120", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1233375737, + "ss_session_id": 1553516120, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_hoodwink_(dota)": { "3d \\(artwork\\)": 17, @@ -526,14 +526,14 @@ "young female": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711045716.2823014", - "ss_training_started_at": "1711034882.8638062", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711045716.2823014, + "ss_training_started_at": 1711034882.8638062, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a02e32c7", "sshs_model_hash": "66c8bb63f5640594a816404377773c3d175bf664c87678459810f816b8379c29" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jayjay-v1e400_th-0.88_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/jayjay-v1e400_th-0.88_spn_lora0.50_spn_ckpt0.50_size4.0.json index 4ccf04186dbb29176e3848d2d21b4e61df548757..2ac6e8990869e44ff6800d22aad1657b1b15dab0 100644 --- a/ponyxl_loras_shrunk/jayjay-v1e400_th-0.88_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/jayjay-v1e400_th-0.88_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -161,43 +161,43 @@ }, "mean_img_ar_error": 0.008709299219653662 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_jayjay_(zoophobia)": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -213,29 +213,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "2655580120", - "ss_session_id": "3961911241", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2655580120, + "ss_session_id": 3961911241, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_jayjay_(zoophobia)": { "3 toes": 3, @@ -562,14 +562,14 @@ "yellow sclera": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709500379.1588206", - "ss_training_started_at": "1709478543.6732638", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709500379.1588206, + "ss_training_started_at": 1709478543.6732638, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e88f6680", "sshs_model_hash": "69a04c0d7a76cea5b9d786ee4122da0927105a54e68624dbd7d5bfddda7004a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jayjay-v1e400_th-1.10_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/jayjay-v1e400_th-1.10_spn_lora0.50_spn_ckpt0.50_size8.0.json index 4ccf04186dbb29176e3848d2d21b4e61df548757..2ac6e8990869e44ff6800d22aad1657b1b15dab0 100644 --- a/ponyxl_loras_shrunk/jayjay-v1e400_th-1.10_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/jayjay-v1e400_th-1.10_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -161,43 +161,43 @@ }, "mean_img_ar_error": 0.008709299219653662 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_jayjay_(zoophobia)": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -213,29 +213,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "2655580120", - "ss_session_id": "3961911241", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2655580120, + "ss_session_id": 3961911241, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_jayjay_(zoophobia)": { "3 toes": 3, @@ -562,14 +562,14 @@ "yellow sclera": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709500379.1588206", - "ss_training_started_at": "1709478543.6732638", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709500379.1588206, + "ss_training_started_at": 1709478543.6732638, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e88f6680", "sshs_model_hash": "69a04c0d7a76cea5b9d786ee4122da0927105a54e68624dbd7d5bfddda7004a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jayjay-v1e400_th-1.23_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/jayjay-v1e400_th-1.23_spn_lora0.50_spn_ckpt0.50_size12.0.json index 4ccf04186dbb29176e3848d2d21b4e61df548757..2ac6e8990869e44ff6800d22aad1657b1b15dab0 100644 --- a/ponyxl_loras_shrunk/jayjay-v1e400_th-1.23_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/jayjay-v1e400_th-1.23_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -161,43 +161,43 @@ }, "mean_img_ar_error": 0.008709299219653662 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_jayjay_(zoophobia)": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -213,29 +213,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "2655580120", - "ss_session_id": "3961911241", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2655580120, + "ss_session_id": 3961911241, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_jayjay_(zoophobia)": { "3 toes": 3, @@ -562,14 +562,14 @@ "yellow sclera": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709500379.1588206", - "ss_training_started_at": "1709478543.6732638", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709500379.1588206, + "ss_training_started_at": 1709478543.6732638, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e88f6680", "sshs_model_hash": "69a04c0d7a76cea5b9d786ee4122da0927105a54e68624dbd7d5bfddda7004a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jayjay-v1e400_th-1.43_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/jayjay-v1e400_th-1.43_spn_lora0.50_spn_ckpt0.50_size24.0.json index 4ccf04186dbb29176e3848d2d21b4e61df548757..2ac6e8990869e44ff6800d22aad1657b1b15dab0 100644 --- a/ponyxl_loras_shrunk/jayjay-v1e400_th-1.43_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/jayjay-v1e400_th-1.43_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -161,43 +161,43 @@ }, "mean_img_ar_error": 0.008709299219653662 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_jayjay_(zoophobia)": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -213,29 +213,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "2655580120", - "ss_session_id": "3961911241", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2655580120, + "ss_session_id": 3961911241, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_jayjay_(zoophobia)": { "3 toes": 3, @@ -562,14 +562,14 @@ "yellow sclera": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709500379.1588206", - "ss_training_started_at": "1709478543.6732638", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709500379.1588206, + "ss_training_started_at": 1709478543.6732638, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e88f6680", "sshs_model_hash": "69a04c0d7a76cea5b9d786ee4122da0927105a54e68624dbd7d5bfddda7004a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jayjay-v1e400_th-1.56_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/jayjay-v1e400_th-1.56_spn_lora0.50_spn_ckpt0.50_size32.0.json index 4ccf04186dbb29176e3848d2d21b4e61df548757..2ac6e8990869e44ff6800d22aad1657b1b15dab0 100644 --- a/ponyxl_loras_shrunk/jayjay-v1e400_th-1.56_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/jayjay-v1e400_th-1.56_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -161,43 +161,43 @@ }, "mean_img_ar_error": 0.008709299219653662 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_jayjay_(zoophobia)": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -213,29 +213,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "2655580120", - "ss_session_id": "3961911241", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2655580120, + "ss_session_id": 3961911241, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_jayjay_(zoophobia)": { "3 toes": 3, @@ -562,14 +562,14 @@ "yellow sclera": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709500379.1588206", - "ss_training_started_at": "1709478543.6732638", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709500379.1588206, + "ss_training_started_at": 1709478543.6732638, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e88f6680", "sshs_model_hash": "69a04c0d7a76cea5b9d786ee4122da0927105a54e68624dbd7d5bfddda7004a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jayjay-v1e400_th-1.67_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/jayjay-v1e400_th-1.67_spn_ckpt1.00_size4.0.json index 4ccf04186dbb29176e3848d2d21b4e61df548757..2ac6e8990869e44ff6800d22aad1657b1b15dab0 100644 --- a/ponyxl_loras_shrunk/jayjay-v1e400_th-1.67_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/jayjay-v1e400_th-1.67_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -161,43 +161,43 @@ }, "mean_img_ar_error": 0.008709299219653662 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_jayjay_(zoophobia)": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -213,29 +213,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "2655580120", - "ss_session_id": "3961911241", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2655580120, + "ss_session_id": 3961911241, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_jayjay_(zoophobia)": { "3 toes": 3, @@ -562,14 +562,14 @@ "yellow sclera": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709500379.1588206", - "ss_training_started_at": "1709478543.6732638", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709500379.1588206, + "ss_training_started_at": 1709478543.6732638, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e88f6680", "sshs_model_hash": "69a04c0d7a76cea5b9d786ee4122da0927105a54e68624dbd7d5bfddda7004a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jayjay-v1e400_th-1.93_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/jayjay-v1e400_th-1.93_spn_ckpt1.00_size8.0.json index 4ccf04186dbb29176e3848d2d21b4e61df548757..2ac6e8990869e44ff6800d22aad1657b1b15dab0 100644 --- a/ponyxl_loras_shrunk/jayjay-v1e400_th-1.93_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/jayjay-v1e400_th-1.93_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -161,43 +161,43 @@ }, "mean_img_ar_error": 0.008709299219653662 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_jayjay_(zoophobia)": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -213,29 +213,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "2655580120", - "ss_session_id": "3961911241", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2655580120, + "ss_session_id": 3961911241, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_jayjay_(zoophobia)": { "3 toes": 3, @@ -562,14 +562,14 @@ "yellow sclera": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709500379.1588206", - "ss_training_started_at": "1709478543.6732638", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709500379.1588206, + "ss_training_started_at": 1709478543.6732638, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e88f6680", "sshs_model_hash": "69a04c0d7a76cea5b9d786ee4122da0927105a54e68624dbd7d5bfddda7004a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jayjay-v1e400_th-2.05_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/jayjay-v1e400_th-2.05_spn_ckpt1.00_size12.0.json index 4ccf04186dbb29176e3848d2d21b4e61df548757..2ac6e8990869e44ff6800d22aad1657b1b15dab0 100644 --- a/ponyxl_loras_shrunk/jayjay-v1e400_th-2.05_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/jayjay-v1e400_th-2.05_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -161,43 +161,43 @@ }, "mean_img_ar_error": 0.008709299219653662 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_jayjay_(zoophobia)": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -213,29 +213,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "2655580120", - "ss_session_id": "3961911241", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2655580120, + "ss_session_id": 3961911241, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_jayjay_(zoophobia)": { "3 toes": 3, @@ -562,14 +562,14 @@ "yellow sclera": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709500379.1588206", - "ss_training_started_at": "1709478543.6732638", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709500379.1588206, + "ss_training_started_at": 1709478543.6732638, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e88f6680", "sshs_model_hash": "69a04c0d7a76cea5b9d786ee4122da0927105a54e68624dbd7d5bfddda7004a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jayjay-v1e400_th-2.10_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/jayjay-v1e400_th-2.10_spn_ckpt1.00_size14.0.json index 4ccf04186dbb29176e3848d2d21b4e61df548757..2ac6e8990869e44ff6800d22aad1657b1b15dab0 100644 --- a/ponyxl_loras_shrunk/jayjay-v1e400_th-2.10_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/jayjay-v1e400_th-2.10_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -161,43 +161,43 @@ }, "mean_img_ar_error": 0.008709299219653662 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_jayjay_(zoophobia)": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -213,29 +213,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "2655580120", - "ss_session_id": "3961911241", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2655580120, + "ss_session_id": 3961911241, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_jayjay_(zoophobia)": { "3 toes": 3, @@ -562,14 +562,14 @@ "yellow sclera": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709500379.1588206", - "ss_training_started_at": "1709478543.6732638", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709500379.1588206, + "ss_training_started_at": 1709478543.6732638, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e88f6680", "sshs_model_hash": "69a04c0d7a76cea5b9d786ee4122da0927105a54e68624dbd7d5bfddda7004a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jayjay-v1e400_th-2.14_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/jayjay-v1e400_th-2.14_spn_ckpt1.00_size16.0.json index 4ccf04186dbb29176e3848d2d21b4e61df548757..2ac6e8990869e44ff6800d22aad1657b1b15dab0 100644 --- a/ponyxl_loras_shrunk/jayjay-v1e400_th-2.14_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/jayjay-v1e400_th-2.14_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -161,43 +161,43 @@ }, "mean_img_ar_error": 0.008709299219653662 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_jayjay_(zoophobia)": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -213,29 +213,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "2655580120", - "ss_session_id": "3961911241", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2655580120, + "ss_session_id": 3961911241, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_jayjay_(zoophobia)": { "3 toes": 3, @@ -562,14 +562,14 @@ "yellow sclera": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709500379.1588206", - "ss_training_started_at": "1709478543.6732638", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709500379.1588206, + "ss_training_started_at": 1709478543.6732638, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e88f6680", "sshs_model_hash": "69a04c0d7a76cea5b9d786ee4122da0927105a54e68624dbd7d5bfddda7004a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jayjay-v1e400_th-2.18_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/jayjay-v1e400_th-2.18_spn_ckpt1.00_size18.0.json index 4ccf04186dbb29176e3848d2d21b4e61df548757..2ac6e8990869e44ff6800d22aad1657b1b15dab0 100644 --- a/ponyxl_loras_shrunk/jayjay-v1e400_th-2.18_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/jayjay-v1e400_th-2.18_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -161,43 +161,43 @@ }, "mean_img_ar_error": 0.008709299219653662 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_jayjay_(zoophobia)": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -213,29 +213,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "2655580120", - "ss_session_id": "3961911241", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2655580120, + "ss_session_id": 3961911241, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_jayjay_(zoophobia)": { "3 toes": 3, @@ -562,14 +562,14 @@ "yellow sclera": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709500379.1588206", - "ss_training_started_at": "1709478543.6732638", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709500379.1588206, + "ss_training_started_at": 1709478543.6732638, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e88f6680", "sshs_model_hash": "69a04c0d7a76cea5b9d786ee4122da0927105a54e68624dbd7d5bfddda7004a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jayjay-v1e400_th-2.21_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/jayjay-v1e400_th-2.21_spn_ckpt1.00_size20.0.json index 4ccf04186dbb29176e3848d2d21b4e61df548757..2ac6e8990869e44ff6800d22aad1657b1b15dab0 100644 --- a/ponyxl_loras_shrunk/jayjay-v1e400_th-2.21_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/jayjay-v1e400_th-2.21_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -161,43 +161,43 @@ }, "mean_img_ar_error": 0.008709299219653662 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_jayjay_(zoophobia)": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -213,29 +213,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "2655580120", - "ss_session_id": "3961911241", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2655580120, + "ss_session_id": 3961911241, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_jayjay_(zoophobia)": { "3 toes": 3, @@ -562,14 +562,14 @@ "yellow sclera": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709500379.1588206", - "ss_training_started_at": "1709478543.6732638", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709500379.1588206, + "ss_training_started_at": 1709478543.6732638, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e88f6680", "sshs_model_hash": "69a04c0d7a76cea5b9d786ee4122da0927105a54e68624dbd7d5bfddda7004a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jayjay-v1e400_th-2.24_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/jayjay-v1e400_th-2.24_spn_ckpt1.00_size22.0.json index 4ccf04186dbb29176e3848d2d21b4e61df548757..2ac6e8990869e44ff6800d22aad1657b1b15dab0 100644 --- a/ponyxl_loras_shrunk/jayjay-v1e400_th-2.24_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/jayjay-v1e400_th-2.24_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -161,43 +161,43 @@ }, "mean_img_ar_error": 0.008709299219653662 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_jayjay_(zoophobia)": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -213,29 +213,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "2655580120", - "ss_session_id": "3961911241", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2655580120, + "ss_session_id": 3961911241, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_jayjay_(zoophobia)": { "3 toes": 3, @@ -562,14 +562,14 @@ "yellow sclera": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709500379.1588206", - "ss_training_started_at": "1709478543.6732638", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709500379.1588206, + "ss_training_started_at": 1709478543.6732638, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e88f6680", "sshs_model_hash": "69a04c0d7a76cea5b9d786ee4122da0927105a54e68624dbd7d5bfddda7004a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jayjay-v1e400_th-2.28_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/jayjay-v1e400_th-2.28_spn_ckpt1.00_size24.0.json index 4ccf04186dbb29176e3848d2d21b4e61df548757..2ac6e8990869e44ff6800d22aad1657b1b15dab0 100644 --- a/ponyxl_loras_shrunk/jayjay-v1e400_th-2.28_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/jayjay-v1e400_th-2.28_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -161,43 +161,43 @@ }, "mean_img_ar_error": 0.008709299219653662 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_jayjay_(zoophobia)": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -213,29 +213,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "2655580120", - "ss_session_id": "3961911241", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2655580120, + "ss_session_id": 3961911241, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_jayjay_(zoophobia)": { "3 toes": 3, @@ -562,14 +562,14 @@ "yellow sclera": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709500379.1588206", - "ss_training_started_at": "1709478543.6732638", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709500379.1588206, + "ss_training_started_at": 1709478543.6732638, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e88f6680", "sshs_model_hash": "69a04c0d7a76cea5b9d786ee4122da0927105a54e68624dbd7d5bfddda7004a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jayjay-v1e400_th-2.43_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/jayjay-v1e400_th-2.43_spn_ckpt1.00_size32.0.json index 4ccf04186dbb29176e3848d2d21b4e61df548757..2ac6e8990869e44ff6800d22aad1657b1b15dab0 100644 --- a/ponyxl_loras_shrunk/jayjay-v1e400_th-2.43_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/jayjay-v1e400_th-2.43_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -161,43 +161,43 @@ }, "mean_img_ar_error": 0.008709299219653662 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_jayjay_(zoophobia)": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -213,29 +213,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "2655580120", - "ss_session_id": "3961911241", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2655580120, + "ss_session_id": 3961911241, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_jayjay_(zoophobia)": { "3 toes": 3, @@ -562,14 +562,14 @@ "yellow sclera": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709500379.1588206", - "ss_training_started_at": "1709478543.6732638", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709500379.1588206, + "ss_training_started_at": 1709478543.6732638, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e88f6680", "sshs_model_hash": "69a04c0d7a76cea5b9d786ee4122da0927105a54e68624dbd7d5bfddda7004a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jayjay-v1e400_th-2.61_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/jayjay-v1e400_th-2.61_fro_ckpt1.00_size4.0.json index 4ccf04186dbb29176e3848d2d21b4e61df548757..2ac6e8990869e44ff6800d22aad1657b1b15dab0 100644 --- a/ponyxl_loras_shrunk/jayjay-v1e400_th-2.61_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/jayjay-v1e400_th-2.61_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -161,43 +161,43 @@ }, "mean_img_ar_error": 0.008709299219653662 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_jayjay_(zoophobia)": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -213,29 +213,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "2655580120", - "ss_session_id": "3961911241", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2655580120, + "ss_session_id": 3961911241, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_jayjay_(zoophobia)": { "3 toes": 3, @@ -562,14 +562,14 @@ "yellow sclera": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709500379.1588206", - "ss_training_started_at": "1709478543.6732638", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709500379.1588206, + "ss_training_started_at": 1709478543.6732638, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e88f6680", "sshs_model_hash": "69a04c0d7a76cea5b9d786ee4122da0927105a54e68624dbd7d5bfddda7004a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jayjay-v1e400_th-2.87_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/jayjay-v1e400_th-2.87_fro_ckpt1.00_size8.0.json index 4ccf04186dbb29176e3848d2d21b4e61df548757..2ac6e8990869e44ff6800d22aad1657b1b15dab0 100644 --- a/ponyxl_loras_shrunk/jayjay-v1e400_th-2.87_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/jayjay-v1e400_th-2.87_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -161,43 +161,43 @@ }, "mean_img_ar_error": 0.008709299219653662 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_jayjay_(zoophobia)": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -213,29 +213,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "2655580120", - "ss_session_id": "3961911241", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2655580120, + "ss_session_id": 3961911241, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_jayjay_(zoophobia)": { "3 toes": 3, @@ -562,14 +562,14 @@ "yellow sclera": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709500379.1588206", - "ss_training_started_at": "1709478543.6732638", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709500379.1588206, + "ss_training_started_at": 1709478543.6732638, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e88f6680", "sshs_model_hash": "69a04c0d7a76cea5b9d786ee4122da0927105a54e68624dbd7d5bfddda7004a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jayjay-v1e400_th-3.00_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/jayjay-v1e400_th-3.00_fro_ckpt1.00_size12.0.json index 4ccf04186dbb29176e3848d2d21b4e61df548757..2ac6e8990869e44ff6800d22aad1657b1b15dab0 100644 --- a/ponyxl_loras_shrunk/jayjay-v1e400_th-3.00_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/jayjay-v1e400_th-3.00_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -161,43 +161,43 @@ }, "mean_img_ar_error": 0.008709299219653662 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_jayjay_(zoophobia)": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -213,29 +213,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "2655580120", - "ss_session_id": "3961911241", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2655580120, + "ss_session_id": 3961911241, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_jayjay_(zoophobia)": { "3 toes": 3, @@ -562,14 +562,14 @@ "yellow sclera": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709500379.1588206", - "ss_training_started_at": "1709478543.6732638", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709500379.1588206, + "ss_training_started_at": 1709478543.6732638, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e88f6680", "sshs_model_hash": "69a04c0d7a76cea5b9d786ee4122da0927105a54e68624dbd7d5bfddda7004a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jayjay-v1e400_th-3.05_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/jayjay-v1e400_th-3.05_fro_ckpt1.00_size14.0.json index 4ccf04186dbb29176e3848d2d21b4e61df548757..2ac6e8990869e44ff6800d22aad1657b1b15dab0 100644 --- a/ponyxl_loras_shrunk/jayjay-v1e400_th-3.05_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/jayjay-v1e400_th-3.05_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -161,43 +161,43 @@ }, "mean_img_ar_error": 0.008709299219653662 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_jayjay_(zoophobia)": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -213,29 +213,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "2655580120", - "ss_session_id": "3961911241", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2655580120, + "ss_session_id": 3961911241, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_jayjay_(zoophobia)": { "3 toes": 3, @@ -562,14 +562,14 @@ "yellow sclera": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709500379.1588206", - "ss_training_started_at": "1709478543.6732638", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709500379.1588206, + "ss_training_started_at": 1709478543.6732638, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e88f6680", "sshs_model_hash": "69a04c0d7a76cea5b9d786ee4122da0927105a54e68624dbd7d5bfddda7004a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jayjay-v1e400_th-3.09_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/jayjay-v1e400_th-3.09_fro_ckpt1.00_size16.0.json index 4ccf04186dbb29176e3848d2d21b4e61df548757..2ac6e8990869e44ff6800d22aad1657b1b15dab0 100644 --- a/ponyxl_loras_shrunk/jayjay-v1e400_th-3.09_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/jayjay-v1e400_th-3.09_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -161,43 +161,43 @@ }, "mean_img_ar_error": 0.008709299219653662 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_jayjay_(zoophobia)": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -213,29 +213,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "2655580120", - "ss_session_id": "3961911241", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2655580120, + "ss_session_id": 3961911241, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_jayjay_(zoophobia)": { "3 toes": 3, @@ -562,14 +562,14 @@ "yellow sclera": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709500379.1588206", - "ss_training_started_at": "1709478543.6732638", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709500379.1588206, + "ss_training_started_at": 1709478543.6732638, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e88f6680", "sshs_model_hash": "69a04c0d7a76cea5b9d786ee4122da0927105a54e68624dbd7d5bfddda7004a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jayjay-v1e400_th-3.12_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/jayjay-v1e400_th-3.12_fro_ckpt1.00_size18.0.json index 4ccf04186dbb29176e3848d2d21b4e61df548757..2ac6e8990869e44ff6800d22aad1657b1b15dab0 100644 --- a/ponyxl_loras_shrunk/jayjay-v1e400_th-3.12_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/jayjay-v1e400_th-3.12_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -161,43 +161,43 @@ }, "mean_img_ar_error": 0.008709299219653662 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_jayjay_(zoophobia)": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -213,29 +213,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "2655580120", - "ss_session_id": "3961911241", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2655580120, + "ss_session_id": 3961911241, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_jayjay_(zoophobia)": { "3 toes": 3, @@ -562,14 +562,14 @@ "yellow sclera": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709500379.1588206", - "ss_training_started_at": "1709478543.6732638", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709500379.1588206, + "ss_training_started_at": 1709478543.6732638, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e88f6680", "sshs_model_hash": "69a04c0d7a76cea5b9d786ee4122da0927105a54e68624dbd7d5bfddda7004a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jayjay-v1e400_th-3.15_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/jayjay-v1e400_th-3.15_fro_ckpt1.00_size20.0.json index 4ccf04186dbb29176e3848d2d21b4e61df548757..2ac6e8990869e44ff6800d22aad1657b1b15dab0 100644 --- a/ponyxl_loras_shrunk/jayjay-v1e400_th-3.15_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/jayjay-v1e400_th-3.15_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -161,43 +161,43 @@ }, "mean_img_ar_error": 0.008709299219653662 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_jayjay_(zoophobia)": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -213,29 +213,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "2655580120", - "ss_session_id": "3961911241", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2655580120, + "ss_session_id": 3961911241, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_jayjay_(zoophobia)": { "3 toes": 3, @@ -562,14 +562,14 @@ "yellow sclera": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709500379.1588206", - "ss_training_started_at": "1709478543.6732638", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709500379.1588206, + "ss_training_started_at": 1709478543.6732638, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e88f6680", "sshs_model_hash": "69a04c0d7a76cea5b9d786ee4122da0927105a54e68624dbd7d5bfddda7004a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jayjay-v1e400_th-3.18_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/jayjay-v1e400_th-3.18_fro_ckpt1.00_size22.0.json index 4ccf04186dbb29176e3848d2d21b4e61df548757..2ac6e8990869e44ff6800d22aad1657b1b15dab0 100644 --- a/ponyxl_loras_shrunk/jayjay-v1e400_th-3.18_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/jayjay-v1e400_th-3.18_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -161,43 +161,43 @@ }, "mean_img_ar_error": 0.008709299219653662 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_jayjay_(zoophobia)": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -213,29 +213,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "2655580120", - "ss_session_id": "3961911241", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2655580120, + "ss_session_id": 3961911241, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_jayjay_(zoophobia)": { "3 toes": 3, @@ -562,14 +562,14 @@ "yellow sclera": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709500379.1588206", - "ss_training_started_at": "1709478543.6732638", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709500379.1588206, + "ss_training_started_at": 1709478543.6732638, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e88f6680", "sshs_model_hash": "69a04c0d7a76cea5b9d786ee4122da0927105a54e68624dbd7d5bfddda7004a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jayjay-v1e400_th-3.21_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/jayjay-v1e400_th-3.21_fro_ckpt1.00_size24.0.json index 4ccf04186dbb29176e3848d2d21b4e61df548757..2ac6e8990869e44ff6800d22aad1657b1b15dab0 100644 --- a/ponyxl_loras_shrunk/jayjay-v1e400_th-3.21_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/jayjay-v1e400_th-3.21_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -161,43 +161,43 @@ }, "mean_img_ar_error": 0.008709299219653662 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_jayjay_(zoophobia)": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -213,29 +213,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "2655580120", - "ss_session_id": "3961911241", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2655580120, + "ss_session_id": 3961911241, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_jayjay_(zoophobia)": { "3 toes": 3, @@ -562,14 +562,14 @@ "yellow sclera": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709500379.1588206", - "ss_training_started_at": "1709478543.6732638", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709500379.1588206, + "ss_training_started_at": 1709478543.6732638, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e88f6680", "sshs_model_hash": "69a04c0d7a76cea5b9d786ee4122da0927105a54e68624dbd7d5bfddda7004a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jayjay-v1e400_th-3.32_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/jayjay-v1e400_th-3.32_fro_ckpt1.00_size32.0.json index 4ccf04186dbb29176e3848d2d21b4e61df548757..2ac6e8990869e44ff6800d22aad1657b1b15dab0 100644 --- a/ponyxl_loras_shrunk/jayjay-v1e400_th-3.32_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/jayjay-v1e400_th-3.32_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -161,43 +161,43 @@ }, "mean_img_ar_error": 0.008709299219653662 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_jayjay_(zoophobia)": { "img_count": 50, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -213,29 +213,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "50", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 50, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "2655580120", - "ss_session_id": "3961911241", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2655580120, + "ss_session_id": 3961911241, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_jayjay_(zoophobia)": { "3 toes": 3, @@ -562,14 +562,14 @@ "yellow sclera": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709500379.1588206", - "ss_training_started_at": "1709478543.6732638", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709500379.1588206, + "ss_training_started_at": 1709478543.6732638, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e88f6680", "sshs_model_hash": "69a04c0d7a76cea5b9d786ee4122da0927105a54e68624dbd7d5bfddda7004a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jinxit-v1e10_th-0.85_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/jinxit-v1e10_th-0.85_spn_lora0.50_spn_ckpt0.50_size4.0.json index f90732f1c55d1af6d82270bec65e24ee87ec9f35..e0565bc7b826e03e318a347773c47b3abb75992a 100644 --- a/ponyxl_loras_shrunk/jinxit-v1e10_th-0.85_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/jinxit-v1e10_th-0.85_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.011476168188879893 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_jinxit": { "img_count": 25, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "270", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 270, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "313", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 313, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "797427420", - "ss_session_id": "4209654940", - "ss_shuffle_caption": "False", - "ss_steps": "270", + "ss_seed": 797427420, + "ss_session_id": 4209654940, + "ss_shuffle_caption": false, + "ss_steps": 270, "ss_tag_frequency": { "100_jinxit": { "1 1": 1, @@ -771,14 +771,14 @@ "yellow pussy": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707549059.4836864", - "ss_training_started_at": "1707528282.1510973", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707549059.4836864, + "ss_training_started_at": 1707528282.1510973, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b29e0d2e", "sshs_model_hash": "77b6a3982d6b84c8dd91b8b3152e510ae0c109b1e078c181f0d59c7bb08841a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jinxit-v1e10_th-1.07_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/jinxit-v1e10_th-1.07_spn_lora0.50_spn_ckpt0.50_size8.0.json index f90732f1c55d1af6d82270bec65e24ee87ec9f35..e0565bc7b826e03e318a347773c47b3abb75992a 100644 --- a/ponyxl_loras_shrunk/jinxit-v1e10_th-1.07_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/jinxit-v1e10_th-1.07_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.011476168188879893 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_jinxit": { "img_count": 25, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "270", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 270, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "313", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 313, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "797427420", - "ss_session_id": "4209654940", - "ss_shuffle_caption": "False", - "ss_steps": "270", + "ss_seed": 797427420, + "ss_session_id": 4209654940, + "ss_shuffle_caption": false, + "ss_steps": 270, "ss_tag_frequency": { "100_jinxit": { "1 1": 1, @@ -771,14 +771,14 @@ "yellow pussy": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707549059.4836864", - "ss_training_started_at": "1707528282.1510973", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707549059.4836864, + "ss_training_started_at": 1707528282.1510973, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b29e0d2e", "sshs_model_hash": "77b6a3982d6b84c8dd91b8b3152e510ae0c109b1e078c181f0d59c7bb08841a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jinxit-v1e10_th-1.18_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/jinxit-v1e10_th-1.18_spn_lora0.50_spn_ckpt0.50_size12.0.json index f90732f1c55d1af6d82270bec65e24ee87ec9f35..e0565bc7b826e03e318a347773c47b3abb75992a 100644 --- a/ponyxl_loras_shrunk/jinxit-v1e10_th-1.18_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/jinxit-v1e10_th-1.18_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.011476168188879893 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_jinxit": { "img_count": 25, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "270", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 270, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "313", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 313, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "797427420", - "ss_session_id": "4209654940", - "ss_shuffle_caption": "False", - "ss_steps": "270", + "ss_seed": 797427420, + "ss_session_id": 4209654940, + "ss_shuffle_caption": false, + "ss_steps": 270, "ss_tag_frequency": { "100_jinxit": { "1 1": 1, @@ -771,14 +771,14 @@ "yellow pussy": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707549059.4836864", - "ss_training_started_at": "1707528282.1510973", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707549059.4836864, + "ss_training_started_at": 1707528282.1510973, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b29e0d2e", "sshs_model_hash": "77b6a3982d6b84c8dd91b8b3152e510ae0c109b1e078c181f0d59c7bb08841a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jinxit-v1e10_th-1.38_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/jinxit-v1e10_th-1.38_spn_lora0.50_spn_ckpt0.50_size24.0.json index f90732f1c55d1af6d82270bec65e24ee87ec9f35..e0565bc7b826e03e318a347773c47b3abb75992a 100644 --- a/ponyxl_loras_shrunk/jinxit-v1e10_th-1.38_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/jinxit-v1e10_th-1.38_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.011476168188879893 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_jinxit": { "img_count": 25, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "270", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 270, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "313", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 313, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "797427420", - "ss_session_id": "4209654940", - "ss_shuffle_caption": "False", - "ss_steps": "270", + "ss_seed": 797427420, + "ss_session_id": 4209654940, + "ss_shuffle_caption": false, + "ss_steps": 270, "ss_tag_frequency": { "100_jinxit": { "1 1": 1, @@ -771,14 +771,14 @@ "yellow pussy": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707549059.4836864", - "ss_training_started_at": "1707528282.1510973", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707549059.4836864, + "ss_training_started_at": 1707528282.1510973, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b29e0d2e", "sshs_model_hash": "77b6a3982d6b84c8dd91b8b3152e510ae0c109b1e078c181f0d59c7bb08841a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jinxit-v1e10_th-1.48_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/jinxit-v1e10_th-1.48_spn_lora0.50_spn_ckpt0.50_size32.0.json index f90732f1c55d1af6d82270bec65e24ee87ec9f35..e0565bc7b826e03e318a347773c47b3abb75992a 100644 --- a/ponyxl_loras_shrunk/jinxit-v1e10_th-1.48_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/jinxit-v1e10_th-1.48_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.011476168188879893 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_jinxit": { "img_count": 25, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "270", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 270, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "313", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 313, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "797427420", - "ss_session_id": "4209654940", - "ss_shuffle_caption": "False", - "ss_steps": "270", + "ss_seed": 797427420, + "ss_session_id": 4209654940, + "ss_shuffle_caption": false, + "ss_steps": 270, "ss_tag_frequency": { "100_jinxit": { "1 1": 1, @@ -771,14 +771,14 @@ "yellow pussy": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707549059.4836864", - "ss_training_started_at": "1707528282.1510973", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707549059.4836864, + "ss_training_started_at": 1707528282.1510973, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b29e0d2e", "sshs_model_hash": "77b6a3982d6b84c8dd91b8b3152e510ae0c109b1e078c181f0d59c7bb08841a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jinxit-v1e10_th-1.65_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/jinxit-v1e10_th-1.65_spn_ckpt1.00_size4.0.json index f90732f1c55d1af6d82270bec65e24ee87ec9f35..e0565bc7b826e03e318a347773c47b3abb75992a 100644 --- a/ponyxl_loras_shrunk/jinxit-v1e10_th-1.65_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/jinxit-v1e10_th-1.65_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.011476168188879893 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_jinxit": { "img_count": 25, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "270", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 270, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "313", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 313, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "797427420", - "ss_session_id": "4209654940", - "ss_shuffle_caption": "False", - "ss_steps": "270", + "ss_seed": 797427420, + "ss_session_id": 4209654940, + "ss_shuffle_caption": false, + "ss_steps": 270, "ss_tag_frequency": { "100_jinxit": { "1 1": 1, @@ -771,14 +771,14 @@ "yellow pussy": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707549059.4836864", - "ss_training_started_at": "1707528282.1510973", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707549059.4836864, + "ss_training_started_at": 1707528282.1510973, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b29e0d2e", "sshs_model_hash": "77b6a3982d6b84c8dd91b8b3152e510ae0c109b1e078c181f0d59c7bb08841a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jinxit-v1e10_th-1.87_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/jinxit-v1e10_th-1.87_spn_ckpt1.00_size8.0.json index f90732f1c55d1af6d82270bec65e24ee87ec9f35..e0565bc7b826e03e318a347773c47b3abb75992a 100644 --- a/ponyxl_loras_shrunk/jinxit-v1e10_th-1.87_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/jinxit-v1e10_th-1.87_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.011476168188879893 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_jinxit": { "img_count": 25, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "270", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 270, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "313", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 313, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "797427420", - "ss_session_id": "4209654940", - "ss_shuffle_caption": "False", - "ss_steps": "270", + "ss_seed": 797427420, + "ss_session_id": 4209654940, + "ss_shuffle_caption": false, + "ss_steps": 270, "ss_tag_frequency": { "100_jinxit": { "1 1": 1, @@ -771,14 +771,14 @@ "yellow pussy": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707549059.4836864", - "ss_training_started_at": "1707528282.1510973", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707549059.4836864, + "ss_training_started_at": 1707528282.1510973, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b29e0d2e", "sshs_model_hash": "77b6a3982d6b84c8dd91b8b3152e510ae0c109b1e078c181f0d59c7bb08841a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jinxit-v1e10_th-2.00_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/jinxit-v1e10_th-2.00_spn_ckpt1.00_size12.0.json index f90732f1c55d1af6d82270bec65e24ee87ec9f35..e0565bc7b826e03e318a347773c47b3abb75992a 100644 --- a/ponyxl_loras_shrunk/jinxit-v1e10_th-2.00_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/jinxit-v1e10_th-2.00_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.011476168188879893 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_jinxit": { "img_count": 25, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "270", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 270, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "313", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 313, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "797427420", - "ss_session_id": "4209654940", - "ss_shuffle_caption": "False", - "ss_steps": "270", + "ss_seed": 797427420, + "ss_session_id": 4209654940, + "ss_shuffle_caption": false, + "ss_steps": 270, "ss_tag_frequency": { "100_jinxit": { "1 1": 1, @@ -771,14 +771,14 @@ "yellow pussy": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707549059.4836864", - "ss_training_started_at": "1707528282.1510973", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707549059.4836864, + "ss_training_started_at": 1707528282.1510973, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b29e0d2e", "sshs_model_hash": "77b6a3982d6b84c8dd91b8b3152e510ae0c109b1e078c181f0d59c7bb08841a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jinxit-v1e10_th-2.04_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/jinxit-v1e10_th-2.04_spn_ckpt1.00_size14.0.json index f90732f1c55d1af6d82270bec65e24ee87ec9f35..e0565bc7b826e03e318a347773c47b3abb75992a 100644 --- a/ponyxl_loras_shrunk/jinxit-v1e10_th-2.04_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/jinxit-v1e10_th-2.04_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.011476168188879893 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_jinxit": { "img_count": 25, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "270", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 270, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "313", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 313, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "797427420", - "ss_session_id": "4209654940", - "ss_shuffle_caption": "False", - "ss_steps": "270", + "ss_seed": 797427420, + "ss_session_id": 4209654940, + "ss_shuffle_caption": false, + "ss_steps": 270, "ss_tag_frequency": { "100_jinxit": { "1 1": 1, @@ -771,14 +771,14 @@ "yellow pussy": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707549059.4836864", - "ss_training_started_at": "1707528282.1510973", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707549059.4836864, + "ss_training_started_at": 1707528282.1510973, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b29e0d2e", "sshs_model_hash": "77b6a3982d6b84c8dd91b8b3152e510ae0c109b1e078c181f0d59c7bb08841a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jinxit-v1e10_th-2.09_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/jinxit-v1e10_th-2.09_spn_ckpt1.00_size16.0.json index f90732f1c55d1af6d82270bec65e24ee87ec9f35..e0565bc7b826e03e318a347773c47b3abb75992a 100644 --- a/ponyxl_loras_shrunk/jinxit-v1e10_th-2.09_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/jinxit-v1e10_th-2.09_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.011476168188879893 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_jinxit": { "img_count": 25, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "270", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 270, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "313", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 313, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "797427420", - "ss_session_id": "4209654940", - "ss_shuffle_caption": "False", - "ss_steps": "270", + "ss_seed": 797427420, + "ss_session_id": 4209654940, + "ss_shuffle_caption": false, + "ss_steps": 270, "ss_tag_frequency": { "100_jinxit": { "1 1": 1, @@ -771,14 +771,14 @@ "yellow pussy": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707549059.4836864", - "ss_training_started_at": "1707528282.1510973", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707549059.4836864, + "ss_training_started_at": 1707528282.1510973, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b29e0d2e", "sshs_model_hash": "77b6a3982d6b84c8dd91b8b3152e510ae0c109b1e078c181f0d59c7bb08841a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jinxit-v1e10_th-2.12_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/jinxit-v1e10_th-2.12_spn_ckpt1.00_size18.0.json index f90732f1c55d1af6d82270bec65e24ee87ec9f35..e0565bc7b826e03e318a347773c47b3abb75992a 100644 --- a/ponyxl_loras_shrunk/jinxit-v1e10_th-2.12_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/jinxit-v1e10_th-2.12_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.011476168188879893 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_jinxit": { "img_count": 25, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "270", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 270, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "313", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 313, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "797427420", - "ss_session_id": "4209654940", - "ss_shuffle_caption": "False", - "ss_steps": "270", + "ss_seed": 797427420, + "ss_session_id": 4209654940, + "ss_shuffle_caption": false, + "ss_steps": 270, "ss_tag_frequency": { "100_jinxit": { "1 1": 1, @@ -771,14 +771,14 @@ "yellow pussy": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707549059.4836864", - "ss_training_started_at": "1707528282.1510973", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707549059.4836864, + "ss_training_started_at": 1707528282.1510973, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b29e0d2e", "sshs_model_hash": "77b6a3982d6b84c8dd91b8b3152e510ae0c109b1e078c181f0d59c7bb08841a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jinxit-v1e10_th-2.16_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/jinxit-v1e10_th-2.16_spn_ckpt1.00_size20.0.json index f90732f1c55d1af6d82270bec65e24ee87ec9f35..e0565bc7b826e03e318a347773c47b3abb75992a 100644 --- a/ponyxl_loras_shrunk/jinxit-v1e10_th-2.16_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/jinxit-v1e10_th-2.16_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.011476168188879893 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_jinxit": { "img_count": 25, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "270", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 270, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "313", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 313, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "797427420", - "ss_session_id": "4209654940", - "ss_shuffle_caption": "False", - "ss_steps": "270", + "ss_seed": 797427420, + "ss_session_id": 4209654940, + "ss_shuffle_caption": false, + "ss_steps": 270, "ss_tag_frequency": { "100_jinxit": { "1 1": 1, @@ -771,14 +771,14 @@ "yellow pussy": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707549059.4836864", - "ss_training_started_at": "1707528282.1510973", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707549059.4836864, + "ss_training_started_at": 1707528282.1510973, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b29e0d2e", "sshs_model_hash": "77b6a3982d6b84c8dd91b8b3152e510ae0c109b1e078c181f0d59c7bb08841a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jinxit-v1e10_th-2.20_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/jinxit-v1e10_th-2.20_spn_ckpt1.00_size22.0.json index f90732f1c55d1af6d82270bec65e24ee87ec9f35..e0565bc7b826e03e318a347773c47b3abb75992a 100644 --- a/ponyxl_loras_shrunk/jinxit-v1e10_th-2.20_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/jinxit-v1e10_th-2.20_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.011476168188879893 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_jinxit": { "img_count": 25, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "270", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 270, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "313", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 313, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "797427420", - "ss_session_id": "4209654940", - "ss_shuffle_caption": "False", - "ss_steps": "270", + "ss_seed": 797427420, + "ss_session_id": 4209654940, + "ss_shuffle_caption": false, + "ss_steps": 270, "ss_tag_frequency": { "100_jinxit": { "1 1": 1, @@ -771,14 +771,14 @@ "yellow pussy": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707549059.4836864", - "ss_training_started_at": "1707528282.1510973", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707549059.4836864, + "ss_training_started_at": 1707528282.1510973, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b29e0d2e", "sshs_model_hash": "77b6a3982d6b84c8dd91b8b3152e510ae0c109b1e078c181f0d59c7bb08841a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jinxit-v1e10_th-2.23_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/jinxit-v1e10_th-2.23_spn_ckpt1.00_size24.0.json index f90732f1c55d1af6d82270bec65e24ee87ec9f35..e0565bc7b826e03e318a347773c47b3abb75992a 100644 --- a/ponyxl_loras_shrunk/jinxit-v1e10_th-2.23_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/jinxit-v1e10_th-2.23_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.011476168188879893 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_jinxit": { "img_count": 25, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "270", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 270, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "313", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 313, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "797427420", - "ss_session_id": "4209654940", - "ss_shuffle_caption": "False", - "ss_steps": "270", + "ss_seed": 797427420, + "ss_session_id": 4209654940, + "ss_shuffle_caption": false, + "ss_steps": 270, "ss_tag_frequency": { "100_jinxit": { "1 1": 1, @@ -771,14 +771,14 @@ "yellow pussy": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707549059.4836864", - "ss_training_started_at": "1707528282.1510973", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707549059.4836864, + "ss_training_started_at": 1707528282.1510973, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b29e0d2e", "sshs_model_hash": "77b6a3982d6b84c8dd91b8b3152e510ae0c109b1e078c181f0d59c7bb08841a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jinxit-v1e10_th-2.37_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/jinxit-v1e10_th-2.37_spn_ckpt1.00_size32.0.json index f90732f1c55d1af6d82270bec65e24ee87ec9f35..e0565bc7b826e03e318a347773c47b3abb75992a 100644 --- a/ponyxl_loras_shrunk/jinxit-v1e10_th-2.37_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/jinxit-v1e10_th-2.37_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.011476168188879893 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_jinxit": { "img_count": 25, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "270", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 270, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "313", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 313, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "797427420", - "ss_session_id": "4209654940", - "ss_shuffle_caption": "False", - "ss_steps": "270", + "ss_seed": 797427420, + "ss_session_id": 4209654940, + "ss_shuffle_caption": false, + "ss_steps": 270, "ss_tag_frequency": { "100_jinxit": { "1 1": 1, @@ -771,14 +771,14 @@ "yellow pussy": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707549059.4836864", - "ss_training_started_at": "1707528282.1510973", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707549059.4836864, + "ss_training_started_at": 1707528282.1510973, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b29e0d2e", "sshs_model_hash": "77b6a3982d6b84c8dd91b8b3152e510ae0c109b1e078c181f0d59c7bb08841a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jinxit-v1e10_th-2.57_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/jinxit-v1e10_th-2.57_fro_ckpt1.00_size4.0.json index f90732f1c55d1af6d82270bec65e24ee87ec9f35..e0565bc7b826e03e318a347773c47b3abb75992a 100644 --- a/ponyxl_loras_shrunk/jinxit-v1e10_th-2.57_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/jinxit-v1e10_th-2.57_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.011476168188879893 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_jinxit": { "img_count": 25, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "270", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 270, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "313", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 313, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "797427420", - "ss_session_id": "4209654940", - "ss_shuffle_caption": "False", - "ss_steps": "270", + "ss_seed": 797427420, + "ss_session_id": 4209654940, + "ss_shuffle_caption": false, + "ss_steps": 270, "ss_tag_frequency": { "100_jinxit": { "1 1": 1, @@ -771,14 +771,14 @@ "yellow pussy": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707549059.4836864", - "ss_training_started_at": "1707528282.1510973", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707549059.4836864, + "ss_training_started_at": 1707528282.1510973, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b29e0d2e", "sshs_model_hash": "77b6a3982d6b84c8dd91b8b3152e510ae0c109b1e078c181f0d59c7bb08841a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jinxit-v1e10_th-2.82_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/jinxit-v1e10_th-2.82_fro_ckpt1.00_size8.0.json index f90732f1c55d1af6d82270bec65e24ee87ec9f35..e0565bc7b826e03e318a347773c47b3abb75992a 100644 --- a/ponyxl_loras_shrunk/jinxit-v1e10_th-2.82_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/jinxit-v1e10_th-2.82_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.011476168188879893 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_jinxit": { "img_count": 25, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "270", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 270, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "313", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 313, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "797427420", - "ss_session_id": "4209654940", - "ss_shuffle_caption": "False", - "ss_steps": "270", + "ss_seed": 797427420, + "ss_session_id": 4209654940, + "ss_shuffle_caption": false, + "ss_steps": 270, "ss_tag_frequency": { "100_jinxit": { "1 1": 1, @@ -771,14 +771,14 @@ "yellow pussy": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707549059.4836864", - "ss_training_started_at": "1707528282.1510973", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707549059.4836864, + "ss_training_started_at": 1707528282.1510973, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b29e0d2e", "sshs_model_hash": "77b6a3982d6b84c8dd91b8b3152e510ae0c109b1e078c181f0d59c7bb08841a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jinxit-v1e10_th-2.95_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/jinxit-v1e10_th-2.95_fro_ckpt1.00_size12.0.json index f90732f1c55d1af6d82270bec65e24ee87ec9f35..e0565bc7b826e03e318a347773c47b3abb75992a 100644 --- a/ponyxl_loras_shrunk/jinxit-v1e10_th-2.95_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/jinxit-v1e10_th-2.95_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.011476168188879893 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_jinxit": { "img_count": 25, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "270", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 270, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "313", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 313, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "797427420", - "ss_session_id": "4209654940", - "ss_shuffle_caption": "False", - "ss_steps": "270", + "ss_seed": 797427420, + "ss_session_id": 4209654940, + "ss_shuffle_caption": false, + "ss_steps": 270, "ss_tag_frequency": { "100_jinxit": { "1 1": 1, @@ -771,14 +771,14 @@ "yellow pussy": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707549059.4836864", - "ss_training_started_at": "1707528282.1510973", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707549059.4836864, + "ss_training_started_at": 1707528282.1510973, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b29e0d2e", "sshs_model_hash": "77b6a3982d6b84c8dd91b8b3152e510ae0c109b1e078c181f0d59c7bb08841a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jinxit-v1e10_th-3.00_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/jinxit-v1e10_th-3.00_fro_ckpt1.00_size14.0.json index f90732f1c55d1af6d82270bec65e24ee87ec9f35..e0565bc7b826e03e318a347773c47b3abb75992a 100644 --- a/ponyxl_loras_shrunk/jinxit-v1e10_th-3.00_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/jinxit-v1e10_th-3.00_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.011476168188879893 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_jinxit": { "img_count": 25, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "270", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 270, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "313", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 313, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "797427420", - "ss_session_id": "4209654940", - "ss_shuffle_caption": "False", - "ss_steps": "270", + "ss_seed": 797427420, + "ss_session_id": 4209654940, + "ss_shuffle_caption": false, + "ss_steps": 270, "ss_tag_frequency": { "100_jinxit": { "1 1": 1, @@ -771,14 +771,14 @@ "yellow pussy": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707549059.4836864", - "ss_training_started_at": "1707528282.1510973", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707549059.4836864, + "ss_training_started_at": 1707528282.1510973, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b29e0d2e", "sshs_model_hash": "77b6a3982d6b84c8dd91b8b3152e510ae0c109b1e078c181f0d59c7bb08841a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jinxit-v1e10_th-3.04_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/jinxit-v1e10_th-3.04_fro_ckpt1.00_size16.0.json index f90732f1c55d1af6d82270bec65e24ee87ec9f35..e0565bc7b826e03e318a347773c47b3abb75992a 100644 --- a/ponyxl_loras_shrunk/jinxit-v1e10_th-3.04_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/jinxit-v1e10_th-3.04_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.011476168188879893 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_jinxit": { "img_count": 25, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "270", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 270, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "313", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 313, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "797427420", - "ss_session_id": "4209654940", - "ss_shuffle_caption": "False", - "ss_steps": "270", + "ss_seed": 797427420, + "ss_session_id": 4209654940, + "ss_shuffle_caption": false, + "ss_steps": 270, "ss_tag_frequency": { "100_jinxit": { "1 1": 1, @@ -771,14 +771,14 @@ "yellow pussy": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707549059.4836864", - "ss_training_started_at": "1707528282.1510973", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707549059.4836864, + "ss_training_started_at": 1707528282.1510973, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b29e0d2e", "sshs_model_hash": "77b6a3982d6b84c8dd91b8b3152e510ae0c109b1e078c181f0d59c7bb08841a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jinxit-v1e10_th-3.08_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/jinxit-v1e10_th-3.08_fro_ckpt1.00_size18.0.json index f90732f1c55d1af6d82270bec65e24ee87ec9f35..e0565bc7b826e03e318a347773c47b3abb75992a 100644 --- a/ponyxl_loras_shrunk/jinxit-v1e10_th-3.08_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/jinxit-v1e10_th-3.08_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.011476168188879893 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_jinxit": { "img_count": 25, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "270", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 270, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "313", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 313, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "797427420", - "ss_session_id": "4209654940", - "ss_shuffle_caption": "False", - "ss_steps": "270", + "ss_seed": 797427420, + "ss_session_id": 4209654940, + "ss_shuffle_caption": false, + "ss_steps": 270, "ss_tag_frequency": { "100_jinxit": { "1 1": 1, @@ -771,14 +771,14 @@ "yellow pussy": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707549059.4836864", - "ss_training_started_at": "1707528282.1510973", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707549059.4836864, + "ss_training_started_at": 1707528282.1510973, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b29e0d2e", "sshs_model_hash": "77b6a3982d6b84c8dd91b8b3152e510ae0c109b1e078c181f0d59c7bb08841a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jinxit-v1e10_th-3.10_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/jinxit-v1e10_th-3.10_fro_ckpt1.00_size20.0.json index f90732f1c55d1af6d82270bec65e24ee87ec9f35..e0565bc7b826e03e318a347773c47b3abb75992a 100644 --- a/ponyxl_loras_shrunk/jinxit-v1e10_th-3.10_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/jinxit-v1e10_th-3.10_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.011476168188879893 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_jinxit": { "img_count": 25, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "270", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 270, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "313", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 313, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "797427420", - "ss_session_id": "4209654940", - "ss_shuffle_caption": "False", - "ss_steps": "270", + "ss_seed": 797427420, + "ss_session_id": 4209654940, + "ss_shuffle_caption": false, + "ss_steps": 270, "ss_tag_frequency": { "100_jinxit": { "1 1": 1, @@ -771,14 +771,14 @@ "yellow pussy": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707549059.4836864", - "ss_training_started_at": "1707528282.1510973", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707549059.4836864, + "ss_training_started_at": 1707528282.1510973, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b29e0d2e", "sshs_model_hash": "77b6a3982d6b84c8dd91b8b3152e510ae0c109b1e078c181f0d59c7bb08841a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jinxit-v1e10_th-3.13_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/jinxit-v1e10_th-3.13_fro_ckpt1.00_size22.0.json index f90732f1c55d1af6d82270bec65e24ee87ec9f35..e0565bc7b826e03e318a347773c47b3abb75992a 100644 --- a/ponyxl_loras_shrunk/jinxit-v1e10_th-3.13_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/jinxit-v1e10_th-3.13_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.011476168188879893 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_jinxit": { "img_count": 25, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "270", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 270, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "313", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 313, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "797427420", - "ss_session_id": "4209654940", - "ss_shuffle_caption": "False", - "ss_steps": "270", + "ss_seed": 797427420, + "ss_session_id": 4209654940, + "ss_shuffle_caption": false, + "ss_steps": 270, "ss_tag_frequency": { "100_jinxit": { "1 1": 1, @@ -771,14 +771,14 @@ "yellow pussy": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707549059.4836864", - "ss_training_started_at": "1707528282.1510973", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707549059.4836864, + "ss_training_started_at": 1707528282.1510973, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b29e0d2e", "sshs_model_hash": "77b6a3982d6b84c8dd91b8b3152e510ae0c109b1e078c181f0d59c7bb08841a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jinxit-v1e10_th-3.16_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/jinxit-v1e10_th-3.16_fro_ckpt1.00_size24.0.json index f90732f1c55d1af6d82270bec65e24ee87ec9f35..e0565bc7b826e03e318a347773c47b3abb75992a 100644 --- a/ponyxl_loras_shrunk/jinxit-v1e10_th-3.16_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/jinxit-v1e10_th-3.16_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.011476168188879893 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_jinxit": { "img_count": 25, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "270", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 270, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "313", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 313, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "797427420", - "ss_session_id": "4209654940", - "ss_shuffle_caption": "False", - "ss_steps": "270", + "ss_seed": 797427420, + "ss_session_id": 4209654940, + "ss_shuffle_caption": false, + "ss_steps": 270, "ss_tag_frequency": { "100_jinxit": { "1 1": 1, @@ -771,14 +771,14 @@ "yellow pussy": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707549059.4836864", - "ss_training_started_at": "1707528282.1510973", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707549059.4836864, + "ss_training_started_at": 1707528282.1510973, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b29e0d2e", "sshs_model_hash": "77b6a3982d6b84c8dd91b8b3152e510ae0c109b1e078c181f0d59c7bb08841a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/jinxit-v1e10_th-3.26_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/jinxit-v1e10_th-3.26_fro_ckpt1.00_size32.0.json index f90732f1c55d1af6d82270bec65e24ee87ec9f35..e0565bc7b826e03e318a347773c47b3abb75992a 100644 --- a/ponyxl_loras_shrunk/jinxit-v1e10_th-3.26_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/jinxit-v1e10_th-3.26_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.011476168188879893 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_jinxit": { "img_count": 25, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "270", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 270, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "313", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 313, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "797427420", - "ss_session_id": "4209654940", - "ss_shuffle_caption": "False", - "ss_steps": "270", + "ss_seed": 797427420, + "ss_session_id": 4209654940, + "ss_shuffle_caption": false, + "ss_steps": 270, "ss_tag_frequency": { "100_jinxit": { "1 1": 1, @@ -771,14 +771,14 @@ "yellow pussy": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707549059.4836864", - "ss_training_started_at": "1707528282.1510973", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707549059.4836864, + "ss_training_started_at": 1707528282.1510973, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b29e0d2e", "sshs_model_hash": "77b6a3982d6b84c8dd91b8b3152e510ae0c109b1e078c181f0d59c7bb08841a0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kame_3-v1e80_th-0.89_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/kame_3-v1e80_th-0.89_spn_lora0.50_spn_ckpt0.50_size4.0.json index bda58f7b9ff5233a6d4f5a260d16a0179db7edf3..f9363b4132aa6cb34b58da0d7b8ad264d6f03092 100644 --- a/ponyxl_loras_shrunk/kame_3-v1e80_th-0.89_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/kame_3-v1e80_th-0.89_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.021475325767233527 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_kame_3": { "img_count": 50, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "80", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 80, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -99,29 +99,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "50", - "ss_num_epochs": "80", - "ss_num_reg_images": "0", - "ss_num_train_images": "100", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 50, + "ss_num_epochs": 80, + "ss_num_reg_images": 0, + "ss_num_train_images": 100, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "110968377", - "ss_session_id": "355442390", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 110968377, + "ss_session_id": 355442390, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "2_kame_3": { "1boy": 5, @@ -640,14 +640,14 @@ "yin yang": 8 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706596382.94217", - "ss_training_started_at": "1706584633.4532838", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706596382.94217, + "ss_training_started_at": 1706584633.4532838, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "70cd8d65", "sshs_model_hash": "d99f4ab94ce3f1d3d11b4a15042c30a851fd50c94e04c6052240da3509eec02e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kame_3-v1e80_th-1.12_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/kame_3-v1e80_th-1.12_spn_lora0.50_spn_ckpt0.50_size8.0.json index bda58f7b9ff5233a6d4f5a260d16a0179db7edf3..f9363b4132aa6cb34b58da0d7b8ad264d6f03092 100644 --- a/ponyxl_loras_shrunk/kame_3-v1e80_th-1.12_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/kame_3-v1e80_th-1.12_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.021475325767233527 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_kame_3": { "img_count": 50, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "80", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 80, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -99,29 +99,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "50", - "ss_num_epochs": "80", - "ss_num_reg_images": "0", - "ss_num_train_images": "100", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 50, + "ss_num_epochs": 80, + "ss_num_reg_images": 0, + "ss_num_train_images": 100, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "110968377", - "ss_session_id": "355442390", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 110968377, + "ss_session_id": 355442390, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "2_kame_3": { "1boy": 5, @@ -640,14 +640,14 @@ "yin yang": 8 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706596382.94217", - "ss_training_started_at": "1706584633.4532838", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706596382.94217, + "ss_training_started_at": 1706584633.4532838, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "70cd8d65", "sshs_model_hash": "d99f4ab94ce3f1d3d11b4a15042c30a851fd50c94e04c6052240da3509eec02e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kame_3-v1e80_th-1.25_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/kame_3-v1e80_th-1.25_spn_lora0.50_spn_ckpt0.50_size12.0.json index bda58f7b9ff5233a6d4f5a260d16a0179db7edf3..f9363b4132aa6cb34b58da0d7b8ad264d6f03092 100644 --- a/ponyxl_loras_shrunk/kame_3-v1e80_th-1.25_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/kame_3-v1e80_th-1.25_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.021475325767233527 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_kame_3": { "img_count": 50, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "80", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 80, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -99,29 +99,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "50", - "ss_num_epochs": "80", - "ss_num_reg_images": "0", - "ss_num_train_images": "100", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 50, + "ss_num_epochs": 80, + "ss_num_reg_images": 0, + "ss_num_train_images": 100, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "110968377", - "ss_session_id": "355442390", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 110968377, + "ss_session_id": 355442390, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "2_kame_3": { "1boy": 5, @@ -640,14 +640,14 @@ "yin yang": 8 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706596382.94217", - "ss_training_started_at": "1706584633.4532838", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706596382.94217, + "ss_training_started_at": 1706584633.4532838, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "70cd8d65", "sshs_model_hash": "d99f4ab94ce3f1d3d11b4a15042c30a851fd50c94e04c6052240da3509eec02e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kame_3-v1e80_th-1.43_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/kame_3-v1e80_th-1.43_spn_lora0.50_spn_ckpt0.50_size24.0.json index bda58f7b9ff5233a6d4f5a260d16a0179db7edf3..f9363b4132aa6cb34b58da0d7b8ad264d6f03092 100644 --- a/ponyxl_loras_shrunk/kame_3-v1e80_th-1.43_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/kame_3-v1e80_th-1.43_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.021475325767233527 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_kame_3": { "img_count": 50, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "80", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 80, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -99,29 +99,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "50", - "ss_num_epochs": "80", - "ss_num_reg_images": "0", - "ss_num_train_images": "100", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 50, + "ss_num_epochs": 80, + "ss_num_reg_images": 0, + "ss_num_train_images": 100, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "110968377", - "ss_session_id": "355442390", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 110968377, + "ss_session_id": 355442390, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "2_kame_3": { "1boy": 5, @@ -640,14 +640,14 @@ "yin yang": 8 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706596382.94217", - "ss_training_started_at": "1706584633.4532838", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706596382.94217, + "ss_training_started_at": 1706584633.4532838, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "70cd8d65", "sshs_model_hash": "d99f4ab94ce3f1d3d11b4a15042c30a851fd50c94e04c6052240da3509eec02e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kame_3-v1e80_th-1.54_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/kame_3-v1e80_th-1.54_spn_lora0.50_spn_ckpt0.50_size32.0.json index bda58f7b9ff5233a6d4f5a260d16a0179db7edf3..f9363b4132aa6cb34b58da0d7b8ad264d6f03092 100644 --- a/ponyxl_loras_shrunk/kame_3-v1e80_th-1.54_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/kame_3-v1e80_th-1.54_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.021475325767233527 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_kame_3": { "img_count": 50, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "80", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 80, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -99,29 +99,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "50", - "ss_num_epochs": "80", - "ss_num_reg_images": "0", - "ss_num_train_images": "100", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 50, + "ss_num_epochs": 80, + "ss_num_reg_images": 0, + "ss_num_train_images": 100, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "110968377", - "ss_session_id": "355442390", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 110968377, + "ss_session_id": 355442390, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "2_kame_3": { "1boy": 5, @@ -640,14 +640,14 @@ "yin yang": 8 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706596382.94217", - "ss_training_started_at": "1706584633.4532838", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706596382.94217, + "ss_training_started_at": 1706584633.4532838, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "70cd8d65", "sshs_model_hash": "d99f4ab94ce3f1d3d11b4a15042c30a851fd50c94e04c6052240da3509eec02e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kame_3-v1e80_th-1.72_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/kame_3-v1e80_th-1.72_spn_ckpt1.00_size4.0.json index bda58f7b9ff5233a6d4f5a260d16a0179db7edf3..f9363b4132aa6cb34b58da0d7b8ad264d6f03092 100644 --- a/ponyxl_loras_shrunk/kame_3-v1e80_th-1.72_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/kame_3-v1e80_th-1.72_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.021475325767233527 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_kame_3": { "img_count": 50, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "80", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 80, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -99,29 +99,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "50", - "ss_num_epochs": "80", - "ss_num_reg_images": "0", - "ss_num_train_images": "100", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 50, + "ss_num_epochs": 80, + "ss_num_reg_images": 0, + "ss_num_train_images": 100, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "110968377", - "ss_session_id": "355442390", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 110968377, + "ss_session_id": 355442390, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "2_kame_3": { "1boy": 5, @@ -640,14 +640,14 @@ "yin yang": 8 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706596382.94217", - "ss_training_started_at": "1706584633.4532838", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706596382.94217, + "ss_training_started_at": 1706584633.4532838, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "70cd8d65", "sshs_model_hash": "d99f4ab94ce3f1d3d11b4a15042c30a851fd50c94e04c6052240da3509eec02e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kame_3-v1e80_th-1.99_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/kame_3-v1e80_th-1.99_spn_ckpt1.00_size8.0.json index bda58f7b9ff5233a6d4f5a260d16a0179db7edf3..f9363b4132aa6cb34b58da0d7b8ad264d6f03092 100644 --- a/ponyxl_loras_shrunk/kame_3-v1e80_th-1.99_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/kame_3-v1e80_th-1.99_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.021475325767233527 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_kame_3": { "img_count": 50, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "80", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 80, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -99,29 +99,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "50", - "ss_num_epochs": "80", - "ss_num_reg_images": "0", - "ss_num_train_images": "100", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 50, + "ss_num_epochs": 80, + "ss_num_reg_images": 0, + "ss_num_train_images": 100, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "110968377", - "ss_session_id": "355442390", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 110968377, + "ss_session_id": 355442390, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "2_kame_3": { "1boy": 5, @@ -640,14 +640,14 @@ "yin yang": 8 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706596382.94217", - "ss_training_started_at": "1706584633.4532838", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706596382.94217, + "ss_training_started_at": 1706584633.4532838, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "70cd8d65", "sshs_model_hash": "d99f4ab94ce3f1d3d11b4a15042c30a851fd50c94e04c6052240da3509eec02e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kame_3-v1e80_th-2.12_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/kame_3-v1e80_th-2.12_spn_ckpt1.00_size12.0.json index bda58f7b9ff5233a6d4f5a260d16a0179db7edf3..f9363b4132aa6cb34b58da0d7b8ad264d6f03092 100644 --- a/ponyxl_loras_shrunk/kame_3-v1e80_th-2.12_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/kame_3-v1e80_th-2.12_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.021475325767233527 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_kame_3": { "img_count": 50, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "80", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 80, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -99,29 +99,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "50", - "ss_num_epochs": "80", - "ss_num_reg_images": "0", - "ss_num_train_images": "100", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 50, + "ss_num_epochs": 80, + "ss_num_reg_images": 0, + "ss_num_train_images": 100, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "110968377", - "ss_session_id": "355442390", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 110968377, + "ss_session_id": 355442390, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "2_kame_3": { "1boy": 5, @@ -640,14 +640,14 @@ "yin yang": 8 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706596382.94217", - "ss_training_started_at": "1706584633.4532838", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706596382.94217, + "ss_training_started_at": 1706584633.4532838, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "70cd8d65", "sshs_model_hash": "d99f4ab94ce3f1d3d11b4a15042c30a851fd50c94e04c6052240da3509eec02e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kame_3-v1e80_th-2.16_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/kame_3-v1e80_th-2.16_spn_ckpt1.00_size14.0.json index bda58f7b9ff5233a6d4f5a260d16a0179db7edf3..f9363b4132aa6cb34b58da0d7b8ad264d6f03092 100644 --- a/ponyxl_loras_shrunk/kame_3-v1e80_th-2.16_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/kame_3-v1e80_th-2.16_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.021475325767233527 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_kame_3": { "img_count": 50, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "80", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 80, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -99,29 +99,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "50", - "ss_num_epochs": "80", - "ss_num_reg_images": "0", - "ss_num_train_images": "100", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 50, + "ss_num_epochs": 80, + "ss_num_reg_images": 0, + "ss_num_train_images": 100, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "110968377", - "ss_session_id": "355442390", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 110968377, + "ss_session_id": 355442390, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "2_kame_3": { "1boy": 5, @@ -640,14 +640,14 @@ "yin yang": 8 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706596382.94217", - "ss_training_started_at": "1706584633.4532838", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706596382.94217, + "ss_training_started_at": 1706584633.4532838, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "70cd8d65", "sshs_model_hash": "d99f4ab94ce3f1d3d11b4a15042c30a851fd50c94e04c6052240da3509eec02e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kame_3-v1e80_th-2.20_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/kame_3-v1e80_th-2.20_spn_ckpt1.00_size16.0.json index bda58f7b9ff5233a6d4f5a260d16a0179db7edf3..f9363b4132aa6cb34b58da0d7b8ad264d6f03092 100644 --- a/ponyxl_loras_shrunk/kame_3-v1e80_th-2.20_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/kame_3-v1e80_th-2.20_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.021475325767233527 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_kame_3": { "img_count": 50, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "80", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 80, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -99,29 +99,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "50", - "ss_num_epochs": "80", - "ss_num_reg_images": "0", - "ss_num_train_images": "100", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 50, + "ss_num_epochs": 80, + "ss_num_reg_images": 0, + "ss_num_train_images": 100, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "110968377", - "ss_session_id": "355442390", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 110968377, + "ss_session_id": 355442390, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "2_kame_3": { "1boy": 5, @@ -640,14 +640,14 @@ "yin yang": 8 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706596382.94217", - "ss_training_started_at": "1706584633.4532838", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706596382.94217, + "ss_training_started_at": 1706584633.4532838, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "70cd8d65", "sshs_model_hash": "d99f4ab94ce3f1d3d11b4a15042c30a851fd50c94e04c6052240da3509eec02e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kame_3-v1e80_th-2.24_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/kame_3-v1e80_th-2.24_spn_ckpt1.00_size18.0.json index bda58f7b9ff5233a6d4f5a260d16a0179db7edf3..f9363b4132aa6cb34b58da0d7b8ad264d6f03092 100644 --- a/ponyxl_loras_shrunk/kame_3-v1e80_th-2.24_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/kame_3-v1e80_th-2.24_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.021475325767233527 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_kame_3": { "img_count": 50, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "80", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 80, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -99,29 +99,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "50", - "ss_num_epochs": "80", - "ss_num_reg_images": "0", - "ss_num_train_images": "100", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 50, + "ss_num_epochs": 80, + "ss_num_reg_images": 0, + "ss_num_train_images": 100, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "110968377", - "ss_session_id": "355442390", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 110968377, + "ss_session_id": 355442390, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "2_kame_3": { "1boy": 5, @@ -640,14 +640,14 @@ "yin yang": 8 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706596382.94217", - "ss_training_started_at": "1706584633.4532838", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706596382.94217, + "ss_training_started_at": 1706584633.4532838, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "70cd8d65", "sshs_model_hash": "d99f4ab94ce3f1d3d11b4a15042c30a851fd50c94e04c6052240da3509eec02e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kame_3-v1e80_th-2.28_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/kame_3-v1e80_th-2.28_spn_ckpt1.00_size20.0.json index bda58f7b9ff5233a6d4f5a260d16a0179db7edf3..f9363b4132aa6cb34b58da0d7b8ad264d6f03092 100644 --- a/ponyxl_loras_shrunk/kame_3-v1e80_th-2.28_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/kame_3-v1e80_th-2.28_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.021475325767233527 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_kame_3": { "img_count": 50, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "80", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 80, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -99,29 +99,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "50", - "ss_num_epochs": "80", - "ss_num_reg_images": "0", - "ss_num_train_images": "100", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 50, + "ss_num_epochs": 80, + "ss_num_reg_images": 0, + "ss_num_train_images": 100, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "110968377", - "ss_session_id": "355442390", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 110968377, + "ss_session_id": 355442390, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "2_kame_3": { "1boy": 5, @@ -640,14 +640,14 @@ "yin yang": 8 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706596382.94217", - "ss_training_started_at": "1706584633.4532838", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706596382.94217, + "ss_training_started_at": 1706584633.4532838, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "70cd8d65", "sshs_model_hash": "d99f4ab94ce3f1d3d11b4a15042c30a851fd50c94e04c6052240da3509eec02e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kame_3-v1e80_th-2.31_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/kame_3-v1e80_th-2.31_spn_ckpt1.00_size22.0.json index bda58f7b9ff5233a6d4f5a260d16a0179db7edf3..f9363b4132aa6cb34b58da0d7b8ad264d6f03092 100644 --- a/ponyxl_loras_shrunk/kame_3-v1e80_th-2.31_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/kame_3-v1e80_th-2.31_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.021475325767233527 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_kame_3": { "img_count": 50, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "80", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 80, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -99,29 +99,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "50", - "ss_num_epochs": "80", - "ss_num_reg_images": "0", - "ss_num_train_images": "100", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 50, + "ss_num_epochs": 80, + "ss_num_reg_images": 0, + "ss_num_train_images": 100, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "110968377", - "ss_session_id": "355442390", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 110968377, + "ss_session_id": 355442390, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "2_kame_3": { "1boy": 5, @@ -640,14 +640,14 @@ "yin yang": 8 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706596382.94217", - "ss_training_started_at": "1706584633.4532838", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706596382.94217, + "ss_training_started_at": 1706584633.4532838, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "70cd8d65", "sshs_model_hash": "d99f4ab94ce3f1d3d11b4a15042c30a851fd50c94e04c6052240da3509eec02e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kame_3-v1e80_th-2.34_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/kame_3-v1e80_th-2.34_spn_ckpt1.00_size24.0.json index bda58f7b9ff5233a6d4f5a260d16a0179db7edf3..f9363b4132aa6cb34b58da0d7b8ad264d6f03092 100644 --- a/ponyxl_loras_shrunk/kame_3-v1e80_th-2.34_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/kame_3-v1e80_th-2.34_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.021475325767233527 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_kame_3": { "img_count": 50, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "80", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 80, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -99,29 +99,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "50", - "ss_num_epochs": "80", - "ss_num_reg_images": "0", - "ss_num_train_images": "100", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 50, + "ss_num_epochs": 80, + "ss_num_reg_images": 0, + "ss_num_train_images": 100, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "110968377", - "ss_session_id": "355442390", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 110968377, + "ss_session_id": 355442390, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "2_kame_3": { "1boy": 5, @@ -640,14 +640,14 @@ "yin yang": 8 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706596382.94217", - "ss_training_started_at": "1706584633.4532838", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706596382.94217, + "ss_training_started_at": 1706584633.4532838, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "70cd8d65", "sshs_model_hash": "d99f4ab94ce3f1d3d11b4a15042c30a851fd50c94e04c6052240da3509eec02e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kame_3-v1e80_th-2.48_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/kame_3-v1e80_th-2.48_spn_ckpt1.00_size32.0.json index bda58f7b9ff5233a6d4f5a260d16a0179db7edf3..f9363b4132aa6cb34b58da0d7b8ad264d6f03092 100644 --- a/ponyxl_loras_shrunk/kame_3-v1e80_th-2.48_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/kame_3-v1e80_th-2.48_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.021475325767233527 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_kame_3": { "img_count": 50, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "80", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 80, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -99,29 +99,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "50", - "ss_num_epochs": "80", - "ss_num_reg_images": "0", - "ss_num_train_images": "100", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 50, + "ss_num_epochs": 80, + "ss_num_reg_images": 0, + "ss_num_train_images": 100, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "110968377", - "ss_session_id": "355442390", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 110968377, + "ss_session_id": 355442390, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "2_kame_3": { "1boy": 5, @@ -640,14 +640,14 @@ "yin yang": 8 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706596382.94217", - "ss_training_started_at": "1706584633.4532838", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706596382.94217, + "ss_training_started_at": 1706584633.4532838, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "70cd8d65", "sshs_model_hash": "d99f4ab94ce3f1d3d11b4a15042c30a851fd50c94e04c6052240da3509eec02e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kame_3-v1e80_th-2.63_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/kame_3-v1e80_th-2.63_fro_ckpt1.00_size4.0.json index bda58f7b9ff5233a6d4f5a260d16a0179db7edf3..f9363b4132aa6cb34b58da0d7b8ad264d6f03092 100644 --- a/ponyxl_loras_shrunk/kame_3-v1e80_th-2.63_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/kame_3-v1e80_th-2.63_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.021475325767233527 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_kame_3": { "img_count": 50, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "80", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 80, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -99,29 +99,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "50", - "ss_num_epochs": "80", - "ss_num_reg_images": "0", - "ss_num_train_images": "100", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 50, + "ss_num_epochs": 80, + "ss_num_reg_images": 0, + "ss_num_train_images": 100, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "110968377", - "ss_session_id": "355442390", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 110968377, + "ss_session_id": 355442390, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "2_kame_3": { "1boy": 5, @@ -640,14 +640,14 @@ "yin yang": 8 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706596382.94217", - "ss_training_started_at": "1706584633.4532838", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706596382.94217, + "ss_training_started_at": 1706584633.4532838, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "70cd8d65", "sshs_model_hash": "d99f4ab94ce3f1d3d11b4a15042c30a851fd50c94e04c6052240da3509eec02e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kame_3-v1e80_th-2.93_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/kame_3-v1e80_th-2.93_fro_ckpt1.00_size8.0.json index bda58f7b9ff5233a6d4f5a260d16a0179db7edf3..f9363b4132aa6cb34b58da0d7b8ad264d6f03092 100644 --- a/ponyxl_loras_shrunk/kame_3-v1e80_th-2.93_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/kame_3-v1e80_th-2.93_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.021475325767233527 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_kame_3": { "img_count": 50, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "80", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 80, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -99,29 +99,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "50", - "ss_num_epochs": "80", - "ss_num_reg_images": "0", - "ss_num_train_images": "100", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 50, + "ss_num_epochs": 80, + "ss_num_reg_images": 0, + "ss_num_train_images": 100, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "110968377", - "ss_session_id": "355442390", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 110968377, + "ss_session_id": 355442390, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "2_kame_3": { "1boy": 5, @@ -640,14 +640,14 @@ "yin yang": 8 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706596382.94217", - "ss_training_started_at": "1706584633.4532838", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706596382.94217, + "ss_training_started_at": 1706584633.4532838, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "70cd8d65", "sshs_model_hash": "d99f4ab94ce3f1d3d11b4a15042c30a851fd50c94e04c6052240da3509eec02e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kame_3-v1e80_th-3.07_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/kame_3-v1e80_th-3.07_fro_ckpt1.00_size12.0.json index bda58f7b9ff5233a6d4f5a260d16a0179db7edf3..f9363b4132aa6cb34b58da0d7b8ad264d6f03092 100644 --- a/ponyxl_loras_shrunk/kame_3-v1e80_th-3.07_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/kame_3-v1e80_th-3.07_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.021475325767233527 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_kame_3": { "img_count": 50, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "80", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 80, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -99,29 +99,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "50", - "ss_num_epochs": "80", - "ss_num_reg_images": "0", - "ss_num_train_images": "100", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 50, + "ss_num_epochs": 80, + "ss_num_reg_images": 0, + "ss_num_train_images": 100, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "110968377", - "ss_session_id": "355442390", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 110968377, + "ss_session_id": 355442390, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "2_kame_3": { "1boy": 5, @@ -640,14 +640,14 @@ "yin yang": 8 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706596382.94217", - "ss_training_started_at": "1706584633.4532838", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706596382.94217, + "ss_training_started_at": 1706584633.4532838, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "70cd8d65", "sshs_model_hash": "d99f4ab94ce3f1d3d11b4a15042c30a851fd50c94e04c6052240da3509eec02e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kame_3-v1e80_th-3.12_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/kame_3-v1e80_th-3.12_fro_ckpt1.00_size14.0.json index bda58f7b9ff5233a6d4f5a260d16a0179db7edf3..f9363b4132aa6cb34b58da0d7b8ad264d6f03092 100644 --- a/ponyxl_loras_shrunk/kame_3-v1e80_th-3.12_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/kame_3-v1e80_th-3.12_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.021475325767233527 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_kame_3": { "img_count": 50, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "80", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 80, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -99,29 +99,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "50", - "ss_num_epochs": "80", - "ss_num_reg_images": "0", - "ss_num_train_images": "100", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 50, + "ss_num_epochs": 80, + "ss_num_reg_images": 0, + "ss_num_train_images": 100, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "110968377", - "ss_session_id": "355442390", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 110968377, + "ss_session_id": 355442390, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "2_kame_3": { "1boy": 5, @@ -640,14 +640,14 @@ "yin yang": 8 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706596382.94217", - "ss_training_started_at": "1706584633.4532838", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706596382.94217, + "ss_training_started_at": 1706584633.4532838, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "70cd8d65", "sshs_model_hash": "d99f4ab94ce3f1d3d11b4a15042c30a851fd50c94e04c6052240da3509eec02e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kame_3-v1e80_th-3.16_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/kame_3-v1e80_th-3.16_fro_ckpt1.00_size16.0.json index bda58f7b9ff5233a6d4f5a260d16a0179db7edf3..f9363b4132aa6cb34b58da0d7b8ad264d6f03092 100644 --- a/ponyxl_loras_shrunk/kame_3-v1e80_th-3.16_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/kame_3-v1e80_th-3.16_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.021475325767233527 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_kame_3": { "img_count": 50, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "80", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 80, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -99,29 +99,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "50", - "ss_num_epochs": "80", - "ss_num_reg_images": "0", - "ss_num_train_images": "100", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 50, + "ss_num_epochs": 80, + "ss_num_reg_images": 0, + "ss_num_train_images": 100, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "110968377", - "ss_session_id": "355442390", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 110968377, + "ss_session_id": 355442390, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "2_kame_3": { "1boy": 5, @@ -640,14 +640,14 @@ "yin yang": 8 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706596382.94217", - "ss_training_started_at": "1706584633.4532838", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706596382.94217, + "ss_training_started_at": 1706584633.4532838, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "70cd8d65", "sshs_model_hash": "d99f4ab94ce3f1d3d11b4a15042c30a851fd50c94e04c6052240da3509eec02e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kame_3-v1e80_th-3.19_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/kame_3-v1e80_th-3.19_fro_ckpt1.00_size18.0.json index bda58f7b9ff5233a6d4f5a260d16a0179db7edf3..f9363b4132aa6cb34b58da0d7b8ad264d6f03092 100644 --- a/ponyxl_loras_shrunk/kame_3-v1e80_th-3.19_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/kame_3-v1e80_th-3.19_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.021475325767233527 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_kame_3": { "img_count": 50, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "80", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 80, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -99,29 +99,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "50", - "ss_num_epochs": "80", - "ss_num_reg_images": "0", - "ss_num_train_images": "100", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 50, + "ss_num_epochs": 80, + "ss_num_reg_images": 0, + "ss_num_train_images": 100, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "110968377", - "ss_session_id": "355442390", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 110968377, + "ss_session_id": 355442390, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "2_kame_3": { "1boy": 5, @@ -640,14 +640,14 @@ "yin yang": 8 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706596382.94217", - "ss_training_started_at": "1706584633.4532838", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706596382.94217, + "ss_training_started_at": 1706584633.4532838, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "70cd8d65", "sshs_model_hash": "d99f4ab94ce3f1d3d11b4a15042c30a851fd50c94e04c6052240da3509eec02e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kame_3-v1e80_th-3.22_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/kame_3-v1e80_th-3.22_fro_ckpt1.00_size20.0.json index bda58f7b9ff5233a6d4f5a260d16a0179db7edf3..f9363b4132aa6cb34b58da0d7b8ad264d6f03092 100644 --- a/ponyxl_loras_shrunk/kame_3-v1e80_th-3.22_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/kame_3-v1e80_th-3.22_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.021475325767233527 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_kame_3": { "img_count": 50, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "80", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 80, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -99,29 +99,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "50", - "ss_num_epochs": "80", - "ss_num_reg_images": "0", - "ss_num_train_images": "100", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 50, + "ss_num_epochs": 80, + "ss_num_reg_images": 0, + "ss_num_train_images": 100, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "110968377", - "ss_session_id": "355442390", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 110968377, + "ss_session_id": 355442390, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "2_kame_3": { "1boy": 5, @@ -640,14 +640,14 @@ "yin yang": 8 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706596382.94217", - "ss_training_started_at": "1706584633.4532838", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706596382.94217, + "ss_training_started_at": 1706584633.4532838, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "70cd8d65", "sshs_model_hash": "d99f4ab94ce3f1d3d11b4a15042c30a851fd50c94e04c6052240da3509eec02e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kame_3-v1e80_th-3.24_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/kame_3-v1e80_th-3.24_fro_ckpt1.00_size22.0.json index bda58f7b9ff5233a6d4f5a260d16a0179db7edf3..f9363b4132aa6cb34b58da0d7b8ad264d6f03092 100644 --- a/ponyxl_loras_shrunk/kame_3-v1e80_th-3.24_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/kame_3-v1e80_th-3.24_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.021475325767233527 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_kame_3": { "img_count": 50, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "80", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 80, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -99,29 +99,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "50", - "ss_num_epochs": "80", - "ss_num_reg_images": "0", - "ss_num_train_images": "100", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 50, + "ss_num_epochs": 80, + "ss_num_reg_images": 0, + "ss_num_train_images": 100, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "110968377", - "ss_session_id": "355442390", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 110968377, + "ss_session_id": 355442390, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "2_kame_3": { "1boy": 5, @@ -640,14 +640,14 @@ "yin yang": 8 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706596382.94217", - "ss_training_started_at": "1706584633.4532838", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706596382.94217, + "ss_training_started_at": 1706584633.4532838, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "70cd8d65", "sshs_model_hash": "d99f4ab94ce3f1d3d11b4a15042c30a851fd50c94e04c6052240da3509eec02e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kame_3-v1e80_th-3.27_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/kame_3-v1e80_th-3.27_fro_ckpt1.00_size24.0.json index bda58f7b9ff5233a6d4f5a260d16a0179db7edf3..f9363b4132aa6cb34b58da0d7b8ad264d6f03092 100644 --- a/ponyxl_loras_shrunk/kame_3-v1e80_th-3.27_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/kame_3-v1e80_th-3.27_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.021475325767233527 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_kame_3": { "img_count": 50, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "80", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 80, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -99,29 +99,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "50", - "ss_num_epochs": "80", - "ss_num_reg_images": "0", - "ss_num_train_images": "100", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 50, + "ss_num_epochs": 80, + "ss_num_reg_images": 0, + "ss_num_train_images": 100, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "110968377", - "ss_session_id": "355442390", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 110968377, + "ss_session_id": 355442390, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "2_kame_3": { "1boy": 5, @@ -640,14 +640,14 @@ "yin yang": 8 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706596382.94217", - "ss_training_started_at": "1706584633.4532838", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706596382.94217, + "ss_training_started_at": 1706584633.4532838, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "70cd8d65", "sshs_model_hash": "d99f4ab94ce3f1d3d11b4a15042c30a851fd50c94e04c6052240da3509eec02e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kame_3-v1e80_th-3.36_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/kame_3-v1e80_th-3.36_fro_ckpt1.00_size32.0.json index bda58f7b9ff5233a6d4f5a260d16a0179db7edf3..f9363b4132aa6cb34b58da0d7b8ad264d6f03092 100644 --- a/ponyxl_loras_shrunk/kame_3-v1e80_th-3.36_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/kame_3-v1e80_th-3.36_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -49,43 +49,43 @@ }, "mean_img_ar_error": 0.021475325767233527 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_kame_3": { "img_count": 50, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "80", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 80, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -99,29 +99,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "50", - "ss_num_epochs": "80", - "ss_num_reg_images": "0", - "ss_num_train_images": "100", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 50, + "ss_num_epochs": 80, + "ss_num_reg_images": 0, + "ss_num_train_images": 100, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "110968377", - "ss_session_id": "355442390", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 110968377, + "ss_session_id": 355442390, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "2_kame_3": { "1boy": 5, @@ -640,14 +640,14 @@ "yin yang": 8 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706596382.94217", - "ss_training_started_at": "1706584633.4532838", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706596382.94217, + "ss_training_started_at": 1706584633.4532838, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "70cd8d65", "sshs_model_hash": "d99f4ab94ce3f1d3d11b4a15042c30a851fd50c94e04c6052240da3509eec02e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kenket-v1e4_th-0.90_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/kenket-v1e4_th-0.90_spn_lora0.50_spn_ckpt0.50_size4.0.json index ad95a31a6b36e41c64036d8fc8e718b82993deb0..7f6367b635948406dc6c3f00515cff97f325d811 100644 --- a/ponyxl_loras_shrunk/kenket-v1e4_th-0.90_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/kenket-v1e4_th-0.90_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "6", + "ss_batch_size_per_device": 6, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.035414432627190885 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_kenket": { "img_count": 50, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "278", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 278, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "838", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "5000", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 838, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 5000, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "842d9c7018288d5c3d6e01adc0d7f886b70252b6", - "ss_seed": "3234559269", - "ss_session_id": "2184607530", - "ss_shuffle_caption": "False", - "ss_steps": "278", + "ss_seed": 3234559269, + "ss_session_id": 2184607530, + "ss_shuffle_caption": false, + "ss_steps": 278, "ss_tag_frequency": { "100_kenket": { "1boy": 11, @@ -445,14 +445,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705191673.5448945", - "ss_training_started_at": "1705179952.8525765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705191673.5448945, + "ss_training_started_at": 1705179952.8525765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ab228afa", "sshs_model_hash": "a8010b694ba1ef721fd92c022eb8ae7bb38e18e65e46aae1b1792ecea194df40" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kenket-v1e4_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/kenket-v1e4_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json index ad95a31a6b36e41c64036d8fc8e718b82993deb0..7f6367b635948406dc6c3f00515cff97f325d811 100644 --- a/ponyxl_loras_shrunk/kenket-v1e4_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/kenket-v1e4_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "6", + "ss_batch_size_per_device": 6, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.035414432627190885 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_kenket": { "img_count": 50, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "278", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 278, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "838", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "5000", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 838, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 5000, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "842d9c7018288d5c3d6e01adc0d7f886b70252b6", - "ss_seed": "3234559269", - "ss_session_id": "2184607530", - "ss_shuffle_caption": "False", - "ss_steps": "278", + "ss_seed": 3234559269, + "ss_session_id": 2184607530, + "ss_shuffle_caption": false, + "ss_steps": 278, "ss_tag_frequency": { "100_kenket": { "1boy": 11, @@ -445,14 +445,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705191673.5448945", - "ss_training_started_at": "1705179952.8525765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705191673.5448945, + "ss_training_started_at": 1705179952.8525765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ab228afa", "sshs_model_hash": "a8010b694ba1ef721fd92c022eb8ae7bb38e18e65e46aae1b1792ecea194df40" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kenket-v1e4_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/kenket-v1e4_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json index ad95a31a6b36e41c64036d8fc8e718b82993deb0..7f6367b635948406dc6c3f00515cff97f325d811 100644 --- a/ponyxl_loras_shrunk/kenket-v1e4_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/kenket-v1e4_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "6", + "ss_batch_size_per_device": 6, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.035414432627190885 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_kenket": { "img_count": 50, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "278", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 278, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "838", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "5000", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 838, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 5000, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "842d9c7018288d5c3d6e01adc0d7f886b70252b6", - "ss_seed": "3234559269", - "ss_session_id": "2184607530", - "ss_shuffle_caption": "False", - "ss_steps": "278", + "ss_seed": 3234559269, + "ss_session_id": 2184607530, + "ss_shuffle_caption": false, + "ss_steps": 278, "ss_tag_frequency": { "100_kenket": { "1boy": 11, @@ -445,14 +445,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705191673.5448945", - "ss_training_started_at": "1705179952.8525765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705191673.5448945, + "ss_training_started_at": 1705179952.8525765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ab228afa", "sshs_model_hash": "a8010b694ba1ef721fd92c022eb8ae7bb38e18e65e46aae1b1792ecea194df40" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kenket-v1e4_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/kenket-v1e4_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json index ad95a31a6b36e41c64036d8fc8e718b82993deb0..7f6367b635948406dc6c3f00515cff97f325d811 100644 --- a/ponyxl_loras_shrunk/kenket-v1e4_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/kenket-v1e4_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "6", + "ss_batch_size_per_device": 6, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.035414432627190885 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_kenket": { "img_count": 50, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "278", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 278, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "838", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "5000", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 838, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 5000, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "842d9c7018288d5c3d6e01adc0d7f886b70252b6", - "ss_seed": "3234559269", - "ss_session_id": "2184607530", - "ss_shuffle_caption": "False", - "ss_steps": "278", + "ss_seed": 3234559269, + "ss_session_id": 2184607530, + "ss_shuffle_caption": false, + "ss_steps": 278, "ss_tag_frequency": { "100_kenket": { "1boy": 11, @@ -445,14 +445,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705191673.5448945", - "ss_training_started_at": "1705179952.8525765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705191673.5448945, + "ss_training_started_at": 1705179952.8525765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ab228afa", "sshs_model_hash": "a8010b694ba1ef721fd92c022eb8ae7bb38e18e65e46aae1b1792ecea194df40" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kenket-v1e4_th-1.54_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/kenket-v1e4_th-1.54_spn_lora0.50_spn_ckpt0.50_size32.0.json index ad95a31a6b36e41c64036d8fc8e718b82993deb0..7f6367b635948406dc6c3f00515cff97f325d811 100644 --- a/ponyxl_loras_shrunk/kenket-v1e4_th-1.54_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/kenket-v1e4_th-1.54_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "6", + "ss_batch_size_per_device": 6, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.035414432627190885 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_kenket": { "img_count": 50, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "278", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 278, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "838", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "5000", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 838, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 5000, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "842d9c7018288d5c3d6e01adc0d7f886b70252b6", - "ss_seed": "3234559269", - "ss_session_id": "2184607530", - "ss_shuffle_caption": "False", - "ss_steps": "278", + "ss_seed": 3234559269, + "ss_session_id": 2184607530, + "ss_shuffle_caption": false, + "ss_steps": 278, "ss_tag_frequency": { "100_kenket": { "1boy": 11, @@ -445,14 +445,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705191673.5448945", - "ss_training_started_at": "1705179952.8525765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705191673.5448945, + "ss_training_started_at": 1705179952.8525765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ab228afa", "sshs_model_hash": "a8010b694ba1ef721fd92c022eb8ae7bb38e18e65e46aae1b1792ecea194df40" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kenket-v1e4_th-1.76_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/kenket-v1e4_th-1.76_spn_ckpt1.00_size4.0.json index ad95a31a6b36e41c64036d8fc8e718b82993deb0..7f6367b635948406dc6c3f00515cff97f325d811 100644 --- a/ponyxl_loras_shrunk/kenket-v1e4_th-1.76_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/kenket-v1e4_th-1.76_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "6", + "ss_batch_size_per_device": 6, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.035414432627190885 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_kenket": { "img_count": 50, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "278", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 278, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "838", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "5000", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 838, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 5000, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "842d9c7018288d5c3d6e01adc0d7f886b70252b6", - "ss_seed": "3234559269", - "ss_session_id": "2184607530", - "ss_shuffle_caption": "False", - "ss_steps": "278", + "ss_seed": 3234559269, + "ss_session_id": 2184607530, + "ss_shuffle_caption": false, + "ss_steps": 278, "ss_tag_frequency": { "100_kenket": { "1boy": 11, @@ -445,14 +445,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705191673.5448945", - "ss_training_started_at": "1705179952.8525765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705191673.5448945, + "ss_training_started_at": 1705179952.8525765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ab228afa", "sshs_model_hash": "a8010b694ba1ef721fd92c022eb8ae7bb38e18e65e46aae1b1792ecea194df40" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kenket-v1e4_th-1.98_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/kenket-v1e4_th-1.98_spn_ckpt1.00_size8.0.json index ad95a31a6b36e41c64036d8fc8e718b82993deb0..7f6367b635948406dc6c3f00515cff97f325d811 100644 --- a/ponyxl_loras_shrunk/kenket-v1e4_th-1.98_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/kenket-v1e4_th-1.98_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "6", + "ss_batch_size_per_device": 6, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.035414432627190885 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_kenket": { "img_count": 50, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "278", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 278, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "838", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "5000", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 838, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 5000, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "842d9c7018288d5c3d6e01adc0d7f886b70252b6", - "ss_seed": "3234559269", - "ss_session_id": "2184607530", - "ss_shuffle_caption": "False", - "ss_steps": "278", + "ss_seed": 3234559269, + "ss_session_id": 2184607530, + "ss_shuffle_caption": false, + "ss_steps": 278, "ss_tag_frequency": { "100_kenket": { "1boy": 11, @@ -445,14 +445,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705191673.5448945", - "ss_training_started_at": "1705179952.8525765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705191673.5448945, + "ss_training_started_at": 1705179952.8525765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ab228afa", "sshs_model_hash": "a8010b694ba1ef721fd92c022eb8ae7bb38e18e65e46aae1b1792ecea194df40" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kenket-v1e4_th-2.12_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/kenket-v1e4_th-2.12_spn_ckpt1.00_size12.0.json index ad95a31a6b36e41c64036d8fc8e718b82993deb0..7f6367b635948406dc6c3f00515cff97f325d811 100644 --- a/ponyxl_loras_shrunk/kenket-v1e4_th-2.12_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/kenket-v1e4_th-2.12_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "6", + "ss_batch_size_per_device": 6, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.035414432627190885 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_kenket": { "img_count": 50, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "278", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 278, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "838", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "5000", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 838, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 5000, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "842d9c7018288d5c3d6e01adc0d7f886b70252b6", - "ss_seed": "3234559269", - "ss_session_id": "2184607530", - "ss_shuffle_caption": "False", - "ss_steps": "278", + "ss_seed": 3234559269, + "ss_session_id": 2184607530, + "ss_shuffle_caption": false, + "ss_steps": 278, "ss_tag_frequency": { "100_kenket": { "1boy": 11, @@ -445,14 +445,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705191673.5448945", - "ss_training_started_at": "1705179952.8525765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705191673.5448945, + "ss_training_started_at": 1705179952.8525765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ab228afa", "sshs_model_hash": "a8010b694ba1ef721fd92c022eb8ae7bb38e18e65e46aae1b1792ecea194df40" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kenket-v1e4_th-2.17_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/kenket-v1e4_th-2.17_spn_ckpt1.00_size14.0.json index ad95a31a6b36e41c64036d8fc8e718b82993deb0..7f6367b635948406dc6c3f00515cff97f325d811 100644 --- a/ponyxl_loras_shrunk/kenket-v1e4_th-2.17_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/kenket-v1e4_th-2.17_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "6", + "ss_batch_size_per_device": 6, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.035414432627190885 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_kenket": { "img_count": 50, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "278", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 278, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "838", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "5000", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 838, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 5000, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "842d9c7018288d5c3d6e01adc0d7f886b70252b6", - "ss_seed": "3234559269", - "ss_session_id": "2184607530", - "ss_shuffle_caption": "False", - "ss_steps": "278", + "ss_seed": 3234559269, + "ss_session_id": 2184607530, + "ss_shuffle_caption": false, + "ss_steps": 278, "ss_tag_frequency": { "100_kenket": { "1boy": 11, @@ -445,14 +445,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705191673.5448945", - "ss_training_started_at": "1705179952.8525765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705191673.5448945, + "ss_training_started_at": 1705179952.8525765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ab228afa", "sshs_model_hash": "a8010b694ba1ef721fd92c022eb8ae7bb38e18e65e46aae1b1792ecea194df40" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kenket-v1e4_th-2.22_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/kenket-v1e4_th-2.22_spn_ckpt1.00_size16.0.json index ad95a31a6b36e41c64036d8fc8e718b82993deb0..7f6367b635948406dc6c3f00515cff97f325d811 100644 --- a/ponyxl_loras_shrunk/kenket-v1e4_th-2.22_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/kenket-v1e4_th-2.22_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "6", + "ss_batch_size_per_device": 6, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.035414432627190885 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_kenket": { "img_count": 50, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "278", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 278, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "838", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "5000", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 838, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 5000, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "842d9c7018288d5c3d6e01adc0d7f886b70252b6", - "ss_seed": "3234559269", - "ss_session_id": "2184607530", - "ss_shuffle_caption": "False", - "ss_steps": "278", + "ss_seed": 3234559269, + "ss_session_id": 2184607530, + "ss_shuffle_caption": false, + "ss_steps": 278, "ss_tag_frequency": { "100_kenket": { "1boy": 11, @@ -445,14 +445,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705191673.5448945", - "ss_training_started_at": "1705179952.8525765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705191673.5448945, + "ss_training_started_at": 1705179952.8525765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ab228afa", "sshs_model_hash": "a8010b694ba1ef721fd92c022eb8ae7bb38e18e65e46aae1b1792ecea194df40" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kenket-v1e4_th-2.25_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/kenket-v1e4_th-2.25_spn_ckpt1.00_size18.0.json index ad95a31a6b36e41c64036d8fc8e718b82993deb0..7f6367b635948406dc6c3f00515cff97f325d811 100644 --- a/ponyxl_loras_shrunk/kenket-v1e4_th-2.25_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/kenket-v1e4_th-2.25_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "6", + "ss_batch_size_per_device": 6, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.035414432627190885 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_kenket": { "img_count": 50, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "278", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 278, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "838", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "5000", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 838, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 5000, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "842d9c7018288d5c3d6e01adc0d7f886b70252b6", - "ss_seed": "3234559269", - "ss_session_id": "2184607530", - "ss_shuffle_caption": "False", - "ss_steps": "278", + "ss_seed": 3234559269, + "ss_session_id": 2184607530, + "ss_shuffle_caption": false, + "ss_steps": 278, "ss_tag_frequency": { "100_kenket": { "1boy": 11, @@ -445,14 +445,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705191673.5448945", - "ss_training_started_at": "1705179952.8525765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705191673.5448945, + "ss_training_started_at": 1705179952.8525765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ab228afa", "sshs_model_hash": "a8010b694ba1ef721fd92c022eb8ae7bb38e18e65e46aae1b1792ecea194df40" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kenket-v1e4_th-2.29_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/kenket-v1e4_th-2.29_spn_ckpt1.00_size20.0.json index ad95a31a6b36e41c64036d8fc8e718b82993deb0..7f6367b635948406dc6c3f00515cff97f325d811 100644 --- a/ponyxl_loras_shrunk/kenket-v1e4_th-2.29_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/kenket-v1e4_th-2.29_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "6", + "ss_batch_size_per_device": 6, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.035414432627190885 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_kenket": { "img_count": 50, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "278", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 278, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "838", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "5000", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 838, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 5000, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "842d9c7018288d5c3d6e01adc0d7f886b70252b6", - "ss_seed": "3234559269", - "ss_session_id": "2184607530", - "ss_shuffle_caption": "False", - "ss_steps": "278", + "ss_seed": 3234559269, + "ss_session_id": 2184607530, + "ss_shuffle_caption": false, + "ss_steps": 278, "ss_tag_frequency": { "100_kenket": { "1boy": 11, @@ -445,14 +445,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705191673.5448945", - "ss_training_started_at": "1705179952.8525765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705191673.5448945, + "ss_training_started_at": 1705179952.8525765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ab228afa", "sshs_model_hash": "a8010b694ba1ef721fd92c022eb8ae7bb38e18e65e46aae1b1792ecea194df40" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kenket-v1e4_th-2.32_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/kenket-v1e4_th-2.32_spn_ckpt1.00_size22.0.json index ad95a31a6b36e41c64036d8fc8e718b82993deb0..7f6367b635948406dc6c3f00515cff97f325d811 100644 --- a/ponyxl_loras_shrunk/kenket-v1e4_th-2.32_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/kenket-v1e4_th-2.32_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "6", + "ss_batch_size_per_device": 6, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.035414432627190885 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_kenket": { "img_count": 50, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "278", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 278, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "838", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "5000", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 838, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 5000, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "842d9c7018288d5c3d6e01adc0d7f886b70252b6", - "ss_seed": "3234559269", - "ss_session_id": "2184607530", - "ss_shuffle_caption": "False", - "ss_steps": "278", + "ss_seed": 3234559269, + "ss_session_id": 2184607530, + "ss_shuffle_caption": false, + "ss_steps": 278, "ss_tag_frequency": { "100_kenket": { "1boy": 11, @@ -445,14 +445,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705191673.5448945", - "ss_training_started_at": "1705179952.8525765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705191673.5448945, + "ss_training_started_at": 1705179952.8525765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ab228afa", "sshs_model_hash": "a8010b694ba1ef721fd92c022eb8ae7bb38e18e65e46aae1b1792ecea194df40" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kenket-v1e4_th-2.36_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/kenket-v1e4_th-2.36_spn_ckpt1.00_size24.0.json index ad95a31a6b36e41c64036d8fc8e718b82993deb0..7f6367b635948406dc6c3f00515cff97f325d811 100644 --- a/ponyxl_loras_shrunk/kenket-v1e4_th-2.36_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/kenket-v1e4_th-2.36_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "6", + "ss_batch_size_per_device": 6, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.035414432627190885 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_kenket": { "img_count": 50, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "278", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 278, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "838", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "5000", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 838, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 5000, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "842d9c7018288d5c3d6e01adc0d7f886b70252b6", - "ss_seed": "3234559269", - "ss_session_id": "2184607530", - "ss_shuffle_caption": "False", - "ss_steps": "278", + "ss_seed": 3234559269, + "ss_session_id": 2184607530, + "ss_shuffle_caption": false, + "ss_steps": 278, "ss_tag_frequency": { "100_kenket": { "1boy": 11, @@ -445,14 +445,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705191673.5448945", - "ss_training_started_at": "1705179952.8525765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705191673.5448945, + "ss_training_started_at": 1705179952.8525765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ab228afa", "sshs_model_hash": "a8010b694ba1ef721fd92c022eb8ae7bb38e18e65e46aae1b1792ecea194df40" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kenket-v1e4_th-2.48_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/kenket-v1e4_th-2.48_spn_ckpt1.00_size32.0.json index ad95a31a6b36e41c64036d8fc8e718b82993deb0..7f6367b635948406dc6c3f00515cff97f325d811 100644 --- a/ponyxl_loras_shrunk/kenket-v1e4_th-2.48_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/kenket-v1e4_th-2.48_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "6", + "ss_batch_size_per_device": 6, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.035414432627190885 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_kenket": { "img_count": 50, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "278", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 278, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "838", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "5000", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 838, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 5000, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "842d9c7018288d5c3d6e01adc0d7f886b70252b6", - "ss_seed": "3234559269", - "ss_session_id": "2184607530", - "ss_shuffle_caption": "False", - "ss_steps": "278", + "ss_seed": 3234559269, + "ss_session_id": 2184607530, + "ss_shuffle_caption": false, + "ss_steps": 278, "ss_tag_frequency": { "100_kenket": { "1boy": 11, @@ -445,14 +445,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705191673.5448945", - "ss_training_started_at": "1705179952.8525765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705191673.5448945, + "ss_training_started_at": 1705179952.8525765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ab228afa", "sshs_model_hash": "a8010b694ba1ef721fd92c022eb8ae7bb38e18e65e46aae1b1792ecea194df40" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kenket-v1e4_th-2.65_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/kenket-v1e4_th-2.65_fro_ckpt1.00_size4.0.json index ad95a31a6b36e41c64036d8fc8e718b82993deb0..7f6367b635948406dc6c3f00515cff97f325d811 100644 --- a/ponyxl_loras_shrunk/kenket-v1e4_th-2.65_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/kenket-v1e4_th-2.65_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "6", + "ss_batch_size_per_device": 6, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.035414432627190885 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_kenket": { "img_count": 50, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "278", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 278, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "838", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "5000", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 838, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 5000, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "842d9c7018288d5c3d6e01adc0d7f886b70252b6", - "ss_seed": "3234559269", - "ss_session_id": "2184607530", - "ss_shuffle_caption": "False", - "ss_steps": "278", + "ss_seed": 3234559269, + "ss_session_id": 2184607530, + "ss_shuffle_caption": false, + "ss_steps": 278, "ss_tag_frequency": { "100_kenket": { "1boy": 11, @@ -445,14 +445,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705191673.5448945", - "ss_training_started_at": "1705179952.8525765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705191673.5448945, + "ss_training_started_at": 1705179952.8525765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ab228afa", "sshs_model_hash": "a8010b694ba1ef721fd92c022eb8ae7bb38e18e65e46aae1b1792ecea194df40" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kenket-v1e4_th-2.93_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/kenket-v1e4_th-2.93_fro_ckpt1.00_size8.0.json index ad95a31a6b36e41c64036d8fc8e718b82993deb0..7f6367b635948406dc6c3f00515cff97f325d811 100644 --- a/ponyxl_loras_shrunk/kenket-v1e4_th-2.93_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/kenket-v1e4_th-2.93_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "6", + "ss_batch_size_per_device": 6, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.035414432627190885 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_kenket": { "img_count": 50, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "278", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 278, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "838", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "5000", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 838, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 5000, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "842d9c7018288d5c3d6e01adc0d7f886b70252b6", - "ss_seed": "3234559269", - "ss_session_id": "2184607530", - "ss_shuffle_caption": "False", - "ss_steps": "278", + "ss_seed": 3234559269, + "ss_session_id": 2184607530, + "ss_shuffle_caption": false, + "ss_steps": 278, "ss_tag_frequency": { "100_kenket": { "1boy": 11, @@ -445,14 +445,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705191673.5448945", - "ss_training_started_at": "1705179952.8525765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705191673.5448945, + "ss_training_started_at": 1705179952.8525765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ab228afa", "sshs_model_hash": "a8010b694ba1ef721fd92c022eb8ae7bb38e18e65e46aae1b1792ecea194df40" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kenket-v1e4_th-3.07_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/kenket-v1e4_th-3.07_fro_ckpt1.00_size12.0.json index ad95a31a6b36e41c64036d8fc8e718b82993deb0..7f6367b635948406dc6c3f00515cff97f325d811 100644 --- a/ponyxl_loras_shrunk/kenket-v1e4_th-3.07_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/kenket-v1e4_th-3.07_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "6", + "ss_batch_size_per_device": 6, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.035414432627190885 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_kenket": { "img_count": 50, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "278", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 278, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "838", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "5000", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 838, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 5000, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "842d9c7018288d5c3d6e01adc0d7f886b70252b6", - "ss_seed": "3234559269", - "ss_session_id": "2184607530", - "ss_shuffle_caption": "False", - "ss_steps": "278", + "ss_seed": 3234559269, + "ss_session_id": 2184607530, + "ss_shuffle_caption": false, + "ss_steps": 278, "ss_tag_frequency": { "100_kenket": { "1boy": 11, @@ -445,14 +445,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705191673.5448945", - "ss_training_started_at": "1705179952.8525765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705191673.5448945, + "ss_training_started_at": 1705179952.8525765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ab228afa", "sshs_model_hash": "a8010b694ba1ef721fd92c022eb8ae7bb38e18e65e46aae1b1792ecea194df40" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kenket-v1e4_th-3.12_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/kenket-v1e4_th-3.12_fro_ckpt1.00_size14.0.json index ad95a31a6b36e41c64036d8fc8e718b82993deb0..7f6367b635948406dc6c3f00515cff97f325d811 100644 --- a/ponyxl_loras_shrunk/kenket-v1e4_th-3.12_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/kenket-v1e4_th-3.12_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "6", + "ss_batch_size_per_device": 6, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.035414432627190885 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_kenket": { "img_count": 50, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "278", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 278, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "838", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "5000", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 838, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 5000, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "842d9c7018288d5c3d6e01adc0d7f886b70252b6", - "ss_seed": "3234559269", - "ss_session_id": "2184607530", - "ss_shuffle_caption": "False", - "ss_steps": "278", + "ss_seed": 3234559269, + "ss_session_id": 2184607530, + "ss_shuffle_caption": false, + "ss_steps": 278, "ss_tag_frequency": { "100_kenket": { "1boy": 11, @@ -445,14 +445,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705191673.5448945", - "ss_training_started_at": "1705179952.8525765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705191673.5448945, + "ss_training_started_at": 1705179952.8525765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ab228afa", "sshs_model_hash": "a8010b694ba1ef721fd92c022eb8ae7bb38e18e65e46aae1b1792ecea194df40" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kenket-v1e4_th-3.16_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/kenket-v1e4_th-3.16_fro_ckpt1.00_size16.0.json index ad95a31a6b36e41c64036d8fc8e718b82993deb0..7f6367b635948406dc6c3f00515cff97f325d811 100644 --- a/ponyxl_loras_shrunk/kenket-v1e4_th-3.16_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/kenket-v1e4_th-3.16_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "6", + "ss_batch_size_per_device": 6, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.035414432627190885 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_kenket": { "img_count": 50, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "278", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 278, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "838", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "5000", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 838, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 5000, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "842d9c7018288d5c3d6e01adc0d7f886b70252b6", - "ss_seed": "3234559269", - "ss_session_id": "2184607530", - "ss_shuffle_caption": "False", - "ss_steps": "278", + "ss_seed": 3234559269, + "ss_session_id": 2184607530, + "ss_shuffle_caption": false, + "ss_steps": 278, "ss_tag_frequency": { "100_kenket": { "1boy": 11, @@ -445,14 +445,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705191673.5448945", - "ss_training_started_at": "1705179952.8525765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705191673.5448945, + "ss_training_started_at": 1705179952.8525765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ab228afa", "sshs_model_hash": "a8010b694ba1ef721fd92c022eb8ae7bb38e18e65e46aae1b1792ecea194df40" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kenket-v1e4_th-3.19_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/kenket-v1e4_th-3.19_fro_ckpt1.00_size18.0.json index ad95a31a6b36e41c64036d8fc8e718b82993deb0..7f6367b635948406dc6c3f00515cff97f325d811 100644 --- a/ponyxl_loras_shrunk/kenket-v1e4_th-3.19_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/kenket-v1e4_th-3.19_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "6", + "ss_batch_size_per_device": 6, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.035414432627190885 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_kenket": { "img_count": 50, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "278", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 278, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "838", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "5000", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 838, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 5000, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "842d9c7018288d5c3d6e01adc0d7f886b70252b6", - "ss_seed": "3234559269", - "ss_session_id": "2184607530", - "ss_shuffle_caption": "False", - "ss_steps": "278", + "ss_seed": 3234559269, + "ss_session_id": 2184607530, + "ss_shuffle_caption": false, + "ss_steps": 278, "ss_tag_frequency": { "100_kenket": { "1boy": 11, @@ -445,14 +445,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705191673.5448945", - "ss_training_started_at": "1705179952.8525765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705191673.5448945, + "ss_training_started_at": 1705179952.8525765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ab228afa", "sshs_model_hash": "a8010b694ba1ef721fd92c022eb8ae7bb38e18e65e46aae1b1792ecea194df40" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kenket-v1e4_th-3.22_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/kenket-v1e4_th-3.22_fro_ckpt1.00_size20.0.json index ad95a31a6b36e41c64036d8fc8e718b82993deb0..7f6367b635948406dc6c3f00515cff97f325d811 100644 --- a/ponyxl_loras_shrunk/kenket-v1e4_th-3.22_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/kenket-v1e4_th-3.22_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "6", + "ss_batch_size_per_device": 6, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.035414432627190885 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_kenket": { "img_count": 50, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "278", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 278, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "838", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "5000", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 838, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 5000, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "842d9c7018288d5c3d6e01adc0d7f886b70252b6", - "ss_seed": "3234559269", - "ss_session_id": "2184607530", - "ss_shuffle_caption": "False", - "ss_steps": "278", + "ss_seed": 3234559269, + "ss_session_id": 2184607530, + "ss_shuffle_caption": false, + "ss_steps": 278, "ss_tag_frequency": { "100_kenket": { "1boy": 11, @@ -445,14 +445,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705191673.5448945", - "ss_training_started_at": "1705179952.8525765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705191673.5448945, + "ss_training_started_at": 1705179952.8525765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ab228afa", "sshs_model_hash": "a8010b694ba1ef721fd92c022eb8ae7bb38e18e65e46aae1b1792ecea194df40" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kenket-v1e4_th-3.25_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/kenket-v1e4_th-3.25_fro_ckpt1.00_size22.0.json index ad95a31a6b36e41c64036d8fc8e718b82993deb0..7f6367b635948406dc6c3f00515cff97f325d811 100644 --- a/ponyxl_loras_shrunk/kenket-v1e4_th-3.25_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/kenket-v1e4_th-3.25_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "6", + "ss_batch_size_per_device": 6, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.035414432627190885 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_kenket": { "img_count": 50, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "278", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 278, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "838", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "5000", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 838, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 5000, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "842d9c7018288d5c3d6e01adc0d7f886b70252b6", - "ss_seed": "3234559269", - "ss_session_id": "2184607530", - "ss_shuffle_caption": "False", - "ss_steps": "278", + "ss_seed": 3234559269, + "ss_session_id": 2184607530, + "ss_shuffle_caption": false, + "ss_steps": 278, "ss_tag_frequency": { "100_kenket": { "1boy": 11, @@ -445,14 +445,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705191673.5448945", - "ss_training_started_at": "1705179952.8525765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705191673.5448945, + "ss_training_started_at": 1705179952.8525765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ab228afa", "sshs_model_hash": "a8010b694ba1ef721fd92c022eb8ae7bb38e18e65e46aae1b1792ecea194df40" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kenket-v1e4_th-3.28_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/kenket-v1e4_th-3.28_fro_ckpt1.00_size24.0.json index ad95a31a6b36e41c64036d8fc8e718b82993deb0..7f6367b635948406dc6c3f00515cff97f325d811 100644 --- a/ponyxl_loras_shrunk/kenket-v1e4_th-3.28_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/kenket-v1e4_th-3.28_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "6", + "ss_batch_size_per_device": 6, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.035414432627190885 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_kenket": { "img_count": 50, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "278", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 278, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "838", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "5000", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 838, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 5000, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "842d9c7018288d5c3d6e01adc0d7f886b70252b6", - "ss_seed": "3234559269", - "ss_session_id": "2184607530", - "ss_shuffle_caption": "False", - "ss_steps": "278", + "ss_seed": 3234559269, + "ss_session_id": 2184607530, + "ss_shuffle_caption": false, + "ss_steps": 278, "ss_tag_frequency": { "100_kenket": { "1boy": 11, @@ -445,14 +445,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705191673.5448945", - "ss_training_started_at": "1705179952.8525765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705191673.5448945, + "ss_training_started_at": 1705179952.8525765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ab228afa", "sshs_model_hash": "a8010b694ba1ef721fd92c022eb8ae7bb38e18e65e46aae1b1792ecea194df40" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/kenket-v1e4_th-3.37_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/kenket-v1e4_th-3.37_fro_ckpt1.00_size32.0.json index ad95a31a6b36e41c64036d8fc8e718b82993deb0..7f6367b635948406dc6c3f00515cff97f325d811 100644 --- a/ponyxl_loras_shrunk/kenket-v1e4_th-3.37_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/kenket-v1e4_th-3.37_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "6", + "ss_batch_size_per_device": 6, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.035414432627190885 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "100_kenket": { "img_count": 50, "n_repeats": 100 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "278", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 278, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "838", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "5000", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 838, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 5000, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "842d9c7018288d5c3d6e01adc0d7f886b70252b6", - "ss_seed": "3234559269", - "ss_session_id": "2184607530", - "ss_shuffle_caption": "False", - "ss_steps": "278", + "ss_seed": 3234559269, + "ss_session_id": 2184607530, + "ss_shuffle_caption": false, + "ss_steps": 278, "ss_tag_frequency": { "100_kenket": { "1boy": 11, @@ -445,14 +445,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "72", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 72, "ss_training_comment": "trigger: the white queen", - "ss_training_finished_at": "1705191673.5448945", - "ss_training_started_at": "1705179952.8525765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_training_finished_at": 1705191673.5448945, + "ss_training_started_at": 1705179952.8525765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ab228afa", "sshs_model_hash": "a8010b694ba1ef721fd92c022eb8ae7bb38e18e65e46aae1b1792ecea194df40" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lodestone-v1e400_th-1.00_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/lodestone-v1e400_th-1.00_spn_lora0.50_spn_ckpt0.50_size4.0.json index 823571299150bd51bd4437627c171cdf16935169..132cb7d1da7e6b8589693d4a7aaece729e234028 100644 --- a/ponyxl_loras_shrunk/lodestone-v1e400_th-1.00_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/lodestone-v1e400_th-1.00_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "3205579776", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 3205579776, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714993285.738078", - "ss_training_started_at": "1714991127.879697", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714993285.738078, + "ss_training_started_at": 1714991127.879697, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b19ac78d", "sshs_model_hash": "29e4a6b29bc9d08fbc8a86818f1d1dbf612f8b5e19f9c17e33070b8a258a89ab" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lodestone-v1e400_th-1.21_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/lodestone-v1e400_th-1.21_spn_lora0.50_spn_ckpt0.50_size8.0.json index 823571299150bd51bd4437627c171cdf16935169..132cb7d1da7e6b8589693d4a7aaece729e234028 100644 --- a/ponyxl_loras_shrunk/lodestone-v1e400_th-1.21_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/lodestone-v1e400_th-1.21_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "3205579776", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 3205579776, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714993285.738078", - "ss_training_started_at": "1714991127.879697", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714993285.738078, + "ss_training_started_at": 1714991127.879697, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b19ac78d", "sshs_model_hash": "29e4a6b29bc9d08fbc8a86818f1d1dbf612f8b5e19f9c17e33070b8a258a89ab" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lodestone-v1e400_th-1.32_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/lodestone-v1e400_th-1.32_spn_lora0.50_spn_ckpt0.50_size12.0.json index 823571299150bd51bd4437627c171cdf16935169..132cb7d1da7e6b8589693d4a7aaece729e234028 100644 --- a/ponyxl_loras_shrunk/lodestone-v1e400_th-1.32_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/lodestone-v1e400_th-1.32_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "3205579776", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 3205579776, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714993285.738078", - "ss_training_started_at": "1714991127.879697", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714993285.738078, + "ss_training_started_at": 1714991127.879697, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b19ac78d", "sshs_model_hash": "29e4a6b29bc9d08fbc8a86818f1d1dbf612f8b5e19f9c17e33070b8a258a89ab" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lodestone-v1e400_th-1.54_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/lodestone-v1e400_th-1.54_spn_lora0.50_spn_ckpt0.50_size24.0.json index 823571299150bd51bd4437627c171cdf16935169..132cb7d1da7e6b8589693d4a7aaece729e234028 100644 --- a/ponyxl_loras_shrunk/lodestone-v1e400_th-1.54_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/lodestone-v1e400_th-1.54_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "3205579776", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 3205579776, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714993285.738078", - "ss_training_started_at": "1714991127.879697", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714993285.738078, + "ss_training_started_at": 1714991127.879697, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b19ac78d", "sshs_model_hash": "29e4a6b29bc9d08fbc8a86818f1d1dbf612f8b5e19f9c17e33070b8a258a89ab" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lodestone-v1e400_th-1.67_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/lodestone-v1e400_th-1.67_spn_lora0.50_spn_ckpt0.50_size32.0.json index 823571299150bd51bd4437627c171cdf16935169..132cb7d1da7e6b8589693d4a7aaece729e234028 100644 --- a/ponyxl_loras_shrunk/lodestone-v1e400_th-1.67_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/lodestone-v1e400_th-1.67_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "3205579776", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 3205579776, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714993285.738078", - "ss_training_started_at": "1714991127.879697", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714993285.738078, + "ss_training_started_at": 1714991127.879697, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b19ac78d", "sshs_model_hash": "29e4a6b29bc9d08fbc8a86818f1d1dbf612f8b5e19f9c17e33070b8a258a89ab" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lodestone-v1e400_th-1.83_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/lodestone-v1e400_th-1.83_spn_ckpt1.00_size4.0.json index 823571299150bd51bd4437627c171cdf16935169..132cb7d1da7e6b8589693d4a7aaece729e234028 100644 --- a/ponyxl_loras_shrunk/lodestone-v1e400_th-1.83_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/lodestone-v1e400_th-1.83_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "3205579776", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 3205579776, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714993285.738078", - "ss_training_started_at": "1714991127.879697", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714993285.738078, + "ss_training_started_at": 1714991127.879697, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b19ac78d", "sshs_model_hash": "29e4a6b29bc9d08fbc8a86818f1d1dbf612f8b5e19f9c17e33070b8a258a89ab" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lodestone-v1e400_th-2.06_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/lodestone-v1e400_th-2.06_spn_ckpt1.00_size8.0.json index 823571299150bd51bd4437627c171cdf16935169..132cb7d1da7e6b8589693d4a7aaece729e234028 100644 --- a/ponyxl_loras_shrunk/lodestone-v1e400_th-2.06_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/lodestone-v1e400_th-2.06_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "3205579776", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 3205579776, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714993285.738078", - "ss_training_started_at": "1714991127.879697", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714993285.738078, + "ss_training_started_at": 1714991127.879697, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b19ac78d", "sshs_model_hash": "29e4a6b29bc9d08fbc8a86818f1d1dbf612f8b5e19f9c17e33070b8a258a89ab" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lodestone-v1e400_th-2.21_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/lodestone-v1e400_th-2.21_spn_ckpt1.00_size12.0.json index 823571299150bd51bd4437627c171cdf16935169..132cb7d1da7e6b8589693d4a7aaece729e234028 100644 --- a/ponyxl_loras_shrunk/lodestone-v1e400_th-2.21_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/lodestone-v1e400_th-2.21_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "3205579776", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 3205579776, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714993285.738078", - "ss_training_started_at": "1714991127.879697", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714993285.738078, + "ss_training_started_at": 1714991127.879697, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b19ac78d", "sshs_model_hash": "29e4a6b29bc9d08fbc8a86818f1d1dbf612f8b5e19f9c17e33070b8a258a89ab" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lodestone-v1e400_th-2.27_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/lodestone-v1e400_th-2.27_spn_ckpt1.00_size14.0.json index 823571299150bd51bd4437627c171cdf16935169..132cb7d1da7e6b8589693d4a7aaece729e234028 100644 --- a/ponyxl_loras_shrunk/lodestone-v1e400_th-2.27_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/lodestone-v1e400_th-2.27_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "3205579776", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 3205579776, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714993285.738078", - "ss_training_started_at": "1714991127.879697", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714993285.738078, + "ss_training_started_at": 1714991127.879697, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b19ac78d", "sshs_model_hash": "29e4a6b29bc9d08fbc8a86818f1d1dbf612f8b5e19f9c17e33070b8a258a89ab" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lodestone-v1e400_th-2.32_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/lodestone-v1e400_th-2.32_spn_ckpt1.00_size16.0.json index 823571299150bd51bd4437627c171cdf16935169..132cb7d1da7e6b8589693d4a7aaece729e234028 100644 --- a/ponyxl_loras_shrunk/lodestone-v1e400_th-2.32_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/lodestone-v1e400_th-2.32_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "3205579776", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 3205579776, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714993285.738078", - "ss_training_started_at": "1714991127.879697", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714993285.738078, + "ss_training_started_at": 1714991127.879697, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b19ac78d", "sshs_model_hash": "29e4a6b29bc9d08fbc8a86818f1d1dbf612f8b5e19f9c17e33070b8a258a89ab" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lodestone-v1e400_th-2.37_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/lodestone-v1e400_th-2.37_spn_ckpt1.00_size18.0.json index 823571299150bd51bd4437627c171cdf16935169..132cb7d1da7e6b8589693d4a7aaece729e234028 100644 --- a/ponyxl_loras_shrunk/lodestone-v1e400_th-2.37_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/lodestone-v1e400_th-2.37_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "3205579776", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 3205579776, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714993285.738078", - "ss_training_started_at": "1714991127.879697", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714993285.738078, + "ss_training_started_at": 1714991127.879697, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b19ac78d", "sshs_model_hash": "29e4a6b29bc9d08fbc8a86818f1d1dbf612f8b5e19f9c17e33070b8a258a89ab" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lodestone-v1e400_th-2.41_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/lodestone-v1e400_th-2.41_spn_ckpt1.00_size20.0.json index 823571299150bd51bd4437627c171cdf16935169..132cb7d1da7e6b8589693d4a7aaece729e234028 100644 --- a/ponyxl_loras_shrunk/lodestone-v1e400_th-2.41_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/lodestone-v1e400_th-2.41_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "3205579776", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 3205579776, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714993285.738078", - "ss_training_started_at": "1714991127.879697", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714993285.738078, + "ss_training_started_at": 1714991127.879697, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b19ac78d", "sshs_model_hash": "29e4a6b29bc9d08fbc8a86818f1d1dbf612f8b5e19f9c17e33070b8a258a89ab" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lodestone-v1e400_th-2.45_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/lodestone-v1e400_th-2.45_spn_ckpt1.00_size22.0.json index 823571299150bd51bd4437627c171cdf16935169..132cb7d1da7e6b8589693d4a7aaece729e234028 100644 --- a/ponyxl_loras_shrunk/lodestone-v1e400_th-2.45_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/lodestone-v1e400_th-2.45_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "3205579776", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 3205579776, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714993285.738078", - "ss_training_started_at": "1714991127.879697", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714993285.738078, + "ss_training_started_at": 1714991127.879697, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b19ac78d", "sshs_model_hash": "29e4a6b29bc9d08fbc8a86818f1d1dbf612f8b5e19f9c17e33070b8a258a89ab" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lodestone-v1e400_th-2.49_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/lodestone-v1e400_th-2.49_spn_ckpt1.00_size24.0.json index 823571299150bd51bd4437627c171cdf16935169..132cb7d1da7e6b8589693d4a7aaece729e234028 100644 --- a/ponyxl_loras_shrunk/lodestone-v1e400_th-2.49_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/lodestone-v1e400_th-2.49_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "3205579776", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 3205579776, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714993285.738078", - "ss_training_started_at": "1714991127.879697", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714993285.738078, + "ss_training_started_at": 1714991127.879697, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b19ac78d", "sshs_model_hash": "29e4a6b29bc9d08fbc8a86818f1d1dbf612f8b5e19f9c17e33070b8a258a89ab" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lodestone-v1e400_th-2.66_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/lodestone-v1e400_th-2.66_spn_ckpt1.00_size32.0.json index 823571299150bd51bd4437627c171cdf16935169..132cb7d1da7e6b8589693d4a7aaece729e234028 100644 --- a/ponyxl_loras_shrunk/lodestone-v1e400_th-2.66_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/lodestone-v1e400_th-2.66_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "3205579776", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 3205579776, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714993285.738078", - "ss_training_started_at": "1714991127.879697", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714993285.738078, + "ss_training_started_at": 1714991127.879697, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b19ac78d", "sshs_model_hash": "29e4a6b29bc9d08fbc8a86818f1d1dbf612f8b5e19f9c17e33070b8a258a89ab" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lodestone-v1e400_th-2.77_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/lodestone-v1e400_th-2.77_fro_ckpt1.00_size4.0.json index 823571299150bd51bd4437627c171cdf16935169..132cb7d1da7e6b8589693d4a7aaece729e234028 100644 --- a/ponyxl_loras_shrunk/lodestone-v1e400_th-2.77_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/lodestone-v1e400_th-2.77_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "3205579776", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 3205579776, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714993285.738078", - "ss_training_started_at": "1714991127.879697", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714993285.738078, + "ss_training_started_at": 1714991127.879697, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b19ac78d", "sshs_model_hash": "29e4a6b29bc9d08fbc8a86818f1d1dbf612f8b5e19f9c17e33070b8a258a89ab" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lodestone-v1e400_th-3.02_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/lodestone-v1e400_th-3.02_fro_ckpt1.00_size8.0.json index 823571299150bd51bd4437627c171cdf16935169..132cb7d1da7e6b8589693d4a7aaece729e234028 100644 --- a/ponyxl_loras_shrunk/lodestone-v1e400_th-3.02_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/lodestone-v1e400_th-3.02_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "3205579776", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 3205579776, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714993285.738078", - "ss_training_started_at": "1714991127.879697", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714993285.738078, + "ss_training_started_at": 1714991127.879697, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b19ac78d", "sshs_model_hash": "29e4a6b29bc9d08fbc8a86818f1d1dbf612f8b5e19f9c17e33070b8a258a89ab" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lodestone-v1e400_th-3.16_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/lodestone-v1e400_th-3.16_fro_ckpt1.00_size12.0.json index 823571299150bd51bd4437627c171cdf16935169..132cb7d1da7e6b8589693d4a7aaece729e234028 100644 --- a/ponyxl_loras_shrunk/lodestone-v1e400_th-3.16_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/lodestone-v1e400_th-3.16_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "3205579776", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 3205579776, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714993285.738078", - "ss_training_started_at": "1714991127.879697", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714993285.738078, + "ss_training_started_at": 1714991127.879697, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b19ac78d", "sshs_model_hash": "29e4a6b29bc9d08fbc8a86818f1d1dbf612f8b5e19f9c17e33070b8a258a89ab" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lodestone-v1e400_th-3.21_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/lodestone-v1e400_th-3.21_fro_ckpt1.00_size14.0.json index 823571299150bd51bd4437627c171cdf16935169..132cb7d1da7e6b8589693d4a7aaece729e234028 100644 --- a/ponyxl_loras_shrunk/lodestone-v1e400_th-3.21_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/lodestone-v1e400_th-3.21_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "3205579776", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 3205579776, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714993285.738078", - "ss_training_started_at": "1714991127.879697", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714993285.738078, + "ss_training_started_at": 1714991127.879697, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b19ac78d", "sshs_model_hash": "29e4a6b29bc9d08fbc8a86818f1d1dbf612f8b5e19f9c17e33070b8a258a89ab" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lodestone-v1e400_th-3.26_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/lodestone-v1e400_th-3.26_fro_ckpt1.00_size16.0.json index 823571299150bd51bd4437627c171cdf16935169..132cb7d1da7e6b8589693d4a7aaece729e234028 100644 --- a/ponyxl_loras_shrunk/lodestone-v1e400_th-3.26_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/lodestone-v1e400_th-3.26_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "3205579776", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 3205579776, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714993285.738078", - "ss_training_started_at": "1714991127.879697", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714993285.738078, + "ss_training_started_at": 1714991127.879697, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b19ac78d", "sshs_model_hash": "29e4a6b29bc9d08fbc8a86818f1d1dbf612f8b5e19f9c17e33070b8a258a89ab" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lodestone-v1e400_th-3.31_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/lodestone-v1e400_th-3.31_fro_ckpt1.00_size18.0.json index 823571299150bd51bd4437627c171cdf16935169..132cb7d1da7e6b8589693d4a7aaece729e234028 100644 --- a/ponyxl_loras_shrunk/lodestone-v1e400_th-3.31_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/lodestone-v1e400_th-3.31_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "3205579776", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 3205579776, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714993285.738078", - "ss_training_started_at": "1714991127.879697", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714993285.738078, + "ss_training_started_at": 1714991127.879697, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b19ac78d", "sshs_model_hash": "29e4a6b29bc9d08fbc8a86818f1d1dbf612f8b5e19f9c17e33070b8a258a89ab" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lodestone-v1e400_th-3.35_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/lodestone-v1e400_th-3.35_fro_ckpt1.00_size20.0.json index 823571299150bd51bd4437627c171cdf16935169..132cb7d1da7e6b8589693d4a7aaece729e234028 100644 --- a/ponyxl_loras_shrunk/lodestone-v1e400_th-3.35_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/lodestone-v1e400_th-3.35_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "3205579776", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 3205579776, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714993285.738078", - "ss_training_started_at": "1714991127.879697", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714993285.738078, + "ss_training_started_at": 1714991127.879697, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b19ac78d", "sshs_model_hash": "29e4a6b29bc9d08fbc8a86818f1d1dbf612f8b5e19f9c17e33070b8a258a89ab" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lodestone-v1e400_th-3.38_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/lodestone-v1e400_th-3.38_fro_ckpt1.00_size22.0.json index 823571299150bd51bd4437627c171cdf16935169..132cb7d1da7e6b8589693d4a7aaece729e234028 100644 --- a/ponyxl_loras_shrunk/lodestone-v1e400_th-3.38_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/lodestone-v1e400_th-3.38_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "3205579776", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 3205579776, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714993285.738078", - "ss_training_started_at": "1714991127.879697", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714993285.738078, + "ss_training_started_at": 1714991127.879697, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b19ac78d", "sshs_model_hash": "29e4a6b29bc9d08fbc8a86818f1d1dbf612f8b5e19f9c17e33070b8a258a89ab" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lodestone-v1e400_th-3.42_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/lodestone-v1e400_th-3.42_fro_ckpt1.00_size24.0.json index 823571299150bd51bd4437627c171cdf16935169..132cb7d1da7e6b8589693d4a7aaece729e234028 100644 --- a/ponyxl_loras_shrunk/lodestone-v1e400_th-3.42_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/lodestone-v1e400_th-3.42_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "3205579776", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 3205579776, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714993285.738078", - "ss_training_started_at": "1714991127.879697", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714993285.738078, + "ss_training_started_at": 1714991127.879697, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b19ac78d", "sshs_model_hash": "29e4a6b29bc9d08fbc8a86818f1d1dbf612f8b5e19f9c17e33070b8a258a89ab" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lodestone-v1e400_th-3.56_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/lodestone-v1e400_th-3.56_fro_ckpt1.00_size32.0.json index 823571299150bd51bd4437627c171cdf16935169..132cb7d1da7e6b8589693d4a7aaece729e234028 100644 --- a/ponyxl_loras_shrunk/lodestone-v1e400_th-3.56_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/lodestone-v1e400_th-3.56_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "3205579776", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 3205579776, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714993285.738078", - "ss_training_started_at": "1714991127.879697", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714993285.738078, + "ss_training_started_at": 1714991127.879697, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b19ac78d", "sshs_model_hash": "29e4a6b29bc9d08fbc8a86818f1d1dbf612f8b5e19f9c17e33070b8a258a89ab" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/louart-v1e10_th-0.91_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/louart-v1e10_th-0.91_spn_lora0.50_spn_ckpt0.50_size4.0.json index 400ffc168317fb4024340b9245c23e24c58cc1ec..4482e90f91c351904c3356432f1b4ca56f8834f2 100644 --- a/ponyxl_loras_shrunk/louart-v1e10_th-0.91_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/louart-v1e10_th-0.91_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.0015002668264414388 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_louart": { "img_count": 25, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "260", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 260, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -113,29 +113,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "311", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2475", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 311, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2475, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2093198316", - "ss_session_id": "147031097", - "ss_shuffle_caption": "False", - "ss_steps": "260", + "ss_seed": 2093198316, + "ss_session_id": 147031097, + "ss_shuffle_caption": false, + "ss_steps": 260, "ss_tag_frequency": { "99_louart": { "16 10": 2, @@ -494,14 +494,14 @@ "yellow spots": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707420598.5725908", - "ss_training_started_at": "1707394981.0080338", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707420598.5725908, + "ss_training_started_at": 1707394981.0080338, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b8f839ff", "sshs_model_hash": "1b498c2bee70f74cf0a8335158fc9ec3eb920a3aa363b231c4c416786fb1b47c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/louart-v1e10_th-1.10_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/louart-v1e10_th-1.10_spn_lora0.50_spn_ckpt0.50_size8.0.json index 400ffc168317fb4024340b9245c23e24c58cc1ec..4482e90f91c351904c3356432f1b4ca56f8834f2 100644 --- a/ponyxl_loras_shrunk/louart-v1e10_th-1.10_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/louart-v1e10_th-1.10_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.0015002668264414388 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_louart": { "img_count": 25, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "260", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 260, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -113,29 +113,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "311", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2475", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 311, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2475, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2093198316", - "ss_session_id": "147031097", - "ss_shuffle_caption": "False", - "ss_steps": "260", + "ss_seed": 2093198316, + "ss_session_id": 147031097, + "ss_shuffle_caption": false, + "ss_steps": 260, "ss_tag_frequency": { "99_louart": { "16 10": 2, @@ -494,14 +494,14 @@ "yellow spots": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707420598.5725908", - "ss_training_started_at": "1707394981.0080338", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707420598.5725908, + "ss_training_started_at": 1707394981.0080338, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b8f839ff", "sshs_model_hash": "1b498c2bee70f74cf0a8335158fc9ec3eb920a3aa363b231c4c416786fb1b47c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/louart-v1e10_th-1.20_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/louart-v1e10_th-1.20_spn_lora0.50_spn_ckpt0.50_size12.0.json index 400ffc168317fb4024340b9245c23e24c58cc1ec..4482e90f91c351904c3356432f1b4ca56f8834f2 100644 --- a/ponyxl_loras_shrunk/louart-v1e10_th-1.20_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/louart-v1e10_th-1.20_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.0015002668264414388 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_louart": { "img_count": 25, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "260", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 260, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -113,29 +113,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "311", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2475", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 311, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2475, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2093198316", - "ss_session_id": "147031097", - "ss_shuffle_caption": "False", - "ss_steps": "260", + "ss_seed": 2093198316, + "ss_session_id": 147031097, + "ss_shuffle_caption": false, + "ss_steps": 260, "ss_tag_frequency": { "99_louart": { "16 10": 2, @@ -494,14 +494,14 @@ "yellow spots": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707420598.5725908", - "ss_training_started_at": "1707394981.0080338", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707420598.5725908, + "ss_training_started_at": 1707394981.0080338, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b8f839ff", "sshs_model_hash": "1b498c2bee70f74cf0a8335158fc9ec3eb920a3aa363b231c4c416786fb1b47c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/louart-v1e10_th-1.38_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/louart-v1e10_th-1.38_spn_lora0.50_spn_ckpt0.50_size24.0.json index 400ffc168317fb4024340b9245c23e24c58cc1ec..4482e90f91c351904c3356432f1b4ca56f8834f2 100644 --- a/ponyxl_loras_shrunk/louart-v1e10_th-1.38_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/louart-v1e10_th-1.38_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.0015002668264414388 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_louart": { "img_count": 25, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "260", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 260, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -113,29 +113,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "311", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2475", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 311, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2475, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2093198316", - "ss_session_id": "147031097", - "ss_shuffle_caption": "False", - "ss_steps": "260", + "ss_seed": 2093198316, + "ss_session_id": 147031097, + "ss_shuffle_caption": false, + "ss_steps": 260, "ss_tag_frequency": { "99_louart": { "16 10": 2, @@ -494,14 +494,14 @@ "yellow spots": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707420598.5725908", - "ss_training_started_at": "1707394981.0080338", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707420598.5725908, + "ss_training_started_at": 1707394981.0080338, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b8f839ff", "sshs_model_hash": "1b498c2bee70f74cf0a8335158fc9ec3eb920a3aa363b231c4c416786fb1b47c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/louart-v1e10_th-1.49_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/louart-v1e10_th-1.49_spn_lora0.50_spn_ckpt0.50_size32.0.json index 400ffc168317fb4024340b9245c23e24c58cc1ec..4482e90f91c351904c3356432f1b4ca56f8834f2 100644 --- a/ponyxl_loras_shrunk/louart-v1e10_th-1.49_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/louart-v1e10_th-1.49_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.0015002668264414388 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_louart": { "img_count": 25, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "260", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 260, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -113,29 +113,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "311", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2475", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 311, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2475, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2093198316", - "ss_session_id": "147031097", - "ss_shuffle_caption": "False", - "ss_steps": "260", + "ss_seed": 2093198316, + "ss_session_id": 147031097, + "ss_shuffle_caption": false, + "ss_steps": 260, "ss_tag_frequency": { "99_louart": { "16 10": 2, @@ -494,14 +494,14 @@ "yellow spots": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707420598.5725908", - "ss_training_started_at": "1707394981.0080338", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707420598.5725908, + "ss_training_started_at": 1707394981.0080338, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b8f839ff", "sshs_model_hash": "1b498c2bee70f74cf0a8335158fc9ec3eb920a3aa363b231c4c416786fb1b47c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/louart-v1e10_th-1.73_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/louart-v1e10_th-1.73_spn_ckpt1.00_size4.0.json index 400ffc168317fb4024340b9245c23e24c58cc1ec..4482e90f91c351904c3356432f1b4ca56f8834f2 100644 --- a/ponyxl_loras_shrunk/louart-v1e10_th-1.73_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/louart-v1e10_th-1.73_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.0015002668264414388 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_louart": { "img_count": 25, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "260", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 260, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -113,29 +113,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "311", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2475", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 311, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2475, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2093198316", - "ss_session_id": "147031097", - "ss_shuffle_caption": "False", - "ss_steps": "260", + "ss_seed": 2093198316, + "ss_session_id": 147031097, + "ss_shuffle_caption": false, + "ss_steps": 260, "ss_tag_frequency": { "99_louart": { "16 10": 2, @@ -494,14 +494,14 @@ "yellow spots": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707420598.5725908", - "ss_training_started_at": "1707394981.0080338", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707420598.5725908, + "ss_training_started_at": 1707394981.0080338, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b8f839ff", "sshs_model_hash": "1b498c2bee70f74cf0a8335158fc9ec3eb920a3aa363b231c4c416786fb1b47c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/louart-v1e10_th-1.96_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/louart-v1e10_th-1.96_spn_ckpt1.00_size8.0.json index 400ffc168317fb4024340b9245c23e24c58cc1ec..4482e90f91c351904c3356432f1b4ca56f8834f2 100644 --- a/ponyxl_loras_shrunk/louart-v1e10_th-1.96_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/louart-v1e10_th-1.96_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.0015002668264414388 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_louart": { "img_count": 25, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "260", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 260, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -113,29 +113,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "311", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2475", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 311, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2475, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2093198316", - "ss_session_id": "147031097", - "ss_shuffle_caption": "False", - "ss_steps": "260", + "ss_seed": 2093198316, + "ss_session_id": 147031097, + "ss_shuffle_caption": false, + "ss_steps": 260, "ss_tag_frequency": { "99_louart": { "16 10": 2, @@ -494,14 +494,14 @@ "yellow spots": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707420598.5725908", - "ss_training_started_at": "1707394981.0080338", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707420598.5725908, + "ss_training_started_at": 1707394981.0080338, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b8f839ff", "sshs_model_hash": "1b498c2bee70f74cf0a8335158fc9ec3eb920a3aa363b231c4c416786fb1b47c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/louart-v1e10_th-2.06_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/louart-v1e10_th-2.06_spn_ckpt1.00_size12.0.json index 400ffc168317fb4024340b9245c23e24c58cc1ec..4482e90f91c351904c3356432f1b4ca56f8834f2 100644 --- a/ponyxl_loras_shrunk/louart-v1e10_th-2.06_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/louart-v1e10_th-2.06_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.0015002668264414388 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_louart": { "img_count": 25, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "260", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 260, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -113,29 +113,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "311", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2475", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 311, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2475, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2093198316", - "ss_session_id": "147031097", - "ss_shuffle_caption": "False", - "ss_steps": "260", + "ss_seed": 2093198316, + "ss_session_id": 147031097, + "ss_shuffle_caption": false, + "ss_steps": 260, "ss_tag_frequency": { "99_louart": { "16 10": 2, @@ -494,14 +494,14 @@ "yellow spots": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707420598.5725908", - "ss_training_started_at": "1707394981.0080338", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707420598.5725908, + "ss_training_started_at": 1707394981.0080338, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b8f839ff", "sshs_model_hash": "1b498c2bee70f74cf0a8335158fc9ec3eb920a3aa363b231c4c416786fb1b47c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/louart-v1e10_th-2.11_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/louart-v1e10_th-2.11_spn_ckpt1.00_size14.0.json index 400ffc168317fb4024340b9245c23e24c58cc1ec..4482e90f91c351904c3356432f1b4ca56f8834f2 100644 --- a/ponyxl_loras_shrunk/louart-v1e10_th-2.11_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/louart-v1e10_th-2.11_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.0015002668264414388 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_louart": { "img_count": 25, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "260", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 260, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -113,29 +113,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "311", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2475", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 311, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2475, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2093198316", - "ss_session_id": "147031097", - "ss_shuffle_caption": "False", - "ss_steps": "260", + "ss_seed": 2093198316, + "ss_session_id": 147031097, + "ss_shuffle_caption": false, + "ss_steps": 260, "ss_tag_frequency": { "99_louart": { "16 10": 2, @@ -494,14 +494,14 @@ "yellow spots": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707420598.5725908", - "ss_training_started_at": "1707394981.0080338", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707420598.5725908, + "ss_training_started_at": 1707394981.0080338, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b8f839ff", "sshs_model_hash": "1b498c2bee70f74cf0a8335158fc9ec3eb920a3aa363b231c4c416786fb1b47c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/louart-v1e10_th-2.15_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/louart-v1e10_th-2.15_spn_ckpt1.00_size16.0.json index 400ffc168317fb4024340b9245c23e24c58cc1ec..4482e90f91c351904c3356432f1b4ca56f8834f2 100644 --- a/ponyxl_loras_shrunk/louart-v1e10_th-2.15_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/louart-v1e10_th-2.15_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.0015002668264414388 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_louart": { "img_count": 25, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "260", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 260, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -113,29 +113,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "311", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2475", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 311, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2475, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2093198316", - "ss_session_id": "147031097", - "ss_shuffle_caption": "False", - "ss_steps": "260", + "ss_seed": 2093198316, + "ss_session_id": 147031097, + "ss_shuffle_caption": false, + "ss_steps": 260, "ss_tag_frequency": { "99_louart": { "16 10": 2, @@ -494,14 +494,14 @@ "yellow spots": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707420598.5725908", - "ss_training_started_at": "1707394981.0080338", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707420598.5725908, + "ss_training_started_at": 1707394981.0080338, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b8f839ff", "sshs_model_hash": "1b498c2bee70f74cf0a8335158fc9ec3eb920a3aa363b231c4c416786fb1b47c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/louart-v1e10_th-2.19_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/louart-v1e10_th-2.19_spn_ckpt1.00_size18.0.json index 400ffc168317fb4024340b9245c23e24c58cc1ec..4482e90f91c351904c3356432f1b4ca56f8834f2 100644 --- a/ponyxl_loras_shrunk/louart-v1e10_th-2.19_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/louart-v1e10_th-2.19_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.0015002668264414388 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_louart": { "img_count": 25, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "260", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 260, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -113,29 +113,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "311", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2475", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 311, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2475, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2093198316", - "ss_session_id": "147031097", - "ss_shuffle_caption": "False", - "ss_steps": "260", + "ss_seed": 2093198316, + "ss_session_id": 147031097, + "ss_shuffle_caption": false, + "ss_steps": 260, "ss_tag_frequency": { "99_louart": { "16 10": 2, @@ -494,14 +494,14 @@ "yellow spots": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707420598.5725908", - "ss_training_started_at": "1707394981.0080338", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707420598.5725908, + "ss_training_started_at": 1707394981.0080338, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b8f839ff", "sshs_model_hash": "1b498c2bee70f74cf0a8335158fc9ec3eb920a3aa363b231c4c416786fb1b47c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/louart-v1e10_th-2.22_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/louart-v1e10_th-2.22_spn_ckpt1.00_size20.0.json index 400ffc168317fb4024340b9245c23e24c58cc1ec..4482e90f91c351904c3356432f1b4ca56f8834f2 100644 --- a/ponyxl_loras_shrunk/louart-v1e10_th-2.22_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/louart-v1e10_th-2.22_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.0015002668264414388 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_louart": { "img_count": 25, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "260", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 260, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -113,29 +113,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "311", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2475", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 311, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2475, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2093198316", - "ss_session_id": "147031097", - "ss_shuffle_caption": "False", - "ss_steps": "260", + "ss_seed": 2093198316, + "ss_session_id": 147031097, + "ss_shuffle_caption": false, + "ss_steps": 260, "ss_tag_frequency": { "99_louart": { "16 10": 2, @@ -494,14 +494,14 @@ "yellow spots": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707420598.5725908", - "ss_training_started_at": "1707394981.0080338", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707420598.5725908, + "ss_training_started_at": 1707394981.0080338, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b8f839ff", "sshs_model_hash": "1b498c2bee70f74cf0a8335158fc9ec3eb920a3aa363b231c4c416786fb1b47c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/louart-v1e10_th-2.25_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/louart-v1e10_th-2.25_spn_ckpt1.00_size22.0.json index 400ffc168317fb4024340b9245c23e24c58cc1ec..4482e90f91c351904c3356432f1b4ca56f8834f2 100644 --- a/ponyxl_loras_shrunk/louart-v1e10_th-2.25_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/louart-v1e10_th-2.25_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.0015002668264414388 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_louart": { "img_count": 25, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "260", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 260, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -113,29 +113,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "311", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2475", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 311, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2475, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2093198316", - "ss_session_id": "147031097", - "ss_shuffle_caption": "False", - "ss_steps": "260", + "ss_seed": 2093198316, + "ss_session_id": 147031097, + "ss_shuffle_caption": false, + "ss_steps": 260, "ss_tag_frequency": { "99_louart": { "16 10": 2, @@ -494,14 +494,14 @@ "yellow spots": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707420598.5725908", - "ss_training_started_at": "1707394981.0080338", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707420598.5725908, + "ss_training_started_at": 1707394981.0080338, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b8f839ff", "sshs_model_hash": "1b498c2bee70f74cf0a8335158fc9ec3eb920a3aa363b231c4c416786fb1b47c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/louart-v1e10_th-2.29_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/louart-v1e10_th-2.29_spn_ckpt1.00_size24.0.json index 400ffc168317fb4024340b9245c23e24c58cc1ec..4482e90f91c351904c3356432f1b4ca56f8834f2 100644 --- a/ponyxl_loras_shrunk/louart-v1e10_th-2.29_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/louart-v1e10_th-2.29_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.0015002668264414388 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_louart": { "img_count": 25, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "260", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 260, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -113,29 +113,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "311", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2475", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 311, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2475, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2093198316", - "ss_session_id": "147031097", - "ss_shuffle_caption": "False", - "ss_steps": "260", + "ss_seed": 2093198316, + "ss_session_id": 147031097, + "ss_shuffle_caption": false, + "ss_steps": 260, "ss_tag_frequency": { "99_louart": { "16 10": 2, @@ -494,14 +494,14 @@ "yellow spots": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707420598.5725908", - "ss_training_started_at": "1707394981.0080338", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707420598.5725908, + "ss_training_started_at": 1707394981.0080338, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b8f839ff", "sshs_model_hash": "1b498c2bee70f74cf0a8335158fc9ec3eb920a3aa363b231c4c416786fb1b47c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/louart-v1e10_th-2.43_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/louart-v1e10_th-2.43_spn_ckpt1.00_size32.0.json index 400ffc168317fb4024340b9245c23e24c58cc1ec..4482e90f91c351904c3356432f1b4ca56f8834f2 100644 --- a/ponyxl_loras_shrunk/louart-v1e10_th-2.43_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/louart-v1e10_th-2.43_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.0015002668264414388 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_louart": { "img_count": 25, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "260", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 260, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -113,29 +113,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "311", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2475", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 311, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2475, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2093198316", - "ss_session_id": "147031097", - "ss_shuffle_caption": "False", - "ss_steps": "260", + "ss_seed": 2093198316, + "ss_session_id": 147031097, + "ss_shuffle_caption": false, + "ss_steps": 260, "ss_tag_frequency": { "99_louart": { "16 10": 2, @@ -494,14 +494,14 @@ "yellow spots": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707420598.5725908", - "ss_training_started_at": "1707394981.0080338", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707420598.5725908, + "ss_training_started_at": 1707394981.0080338, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b8f839ff", "sshs_model_hash": "1b498c2bee70f74cf0a8335158fc9ec3eb920a3aa363b231c4c416786fb1b47c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/louart-v1e10_th-2.65_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/louart-v1e10_th-2.65_fro_ckpt1.00_size4.0.json index 400ffc168317fb4024340b9245c23e24c58cc1ec..4482e90f91c351904c3356432f1b4ca56f8834f2 100644 --- a/ponyxl_loras_shrunk/louart-v1e10_th-2.65_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/louart-v1e10_th-2.65_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.0015002668264414388 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_louart": { "img_count": 25, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "260", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 260, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -113,29 +113,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "311", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2475", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 311, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2475, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2093198316", - "ss_session_id": "147031097", - "ss_shuffle_caption": "False", - "ss_steps": "260", + "ss_seed": 2093198316, + "ss_session_id": 147031097, + "ss_shuffle_caption": false, + "ss_steps": 260, "ss_tag_frequency": { "99_louart": { "16 10": 2, @@ -494,14 +494,14 @@ "yellow spots": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707420598.5725908", - "ss_training_started_at": "1707394981.0080338", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707420598.5725908, + "ss_training_started_at": 1707394981.0080338, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b8f839ff", "sshs_model_hash": "1b498c2bee70f74cf0a8335158fc9ec3eb920a3aa363b231c4c416786fb1b47c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/louart-v1e10_th-2.90_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/louart-v1e10_th-2.90_fro_ckpt1.00_size8.0.json index 400ffc168317fb4024340b9245c23e24c58cc1ec..4482e90f91c351904c3356432f1b4ca56f8834f2 100644 --- a/ponyxl_loras_shrunk/louart-v1e10_th-2.90_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/louart-v1e10_th-2.90_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.0015002668264414388 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_louart": { "img_count": 25, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "260", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 260, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -113,29 +113,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "311", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2475", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 311, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2475, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2093198316", - "ss_session_id": "147031097", - "ss_shuffle_caption": "False", - "ss_steps": "260", + "ss_seed": 2093198316, + "ss_session_id": 147031097, + "ss_shuffle_caption": false, + "ss_steps": 260, "ss_tag_frequency": { "99_louart": { "16 10": 2, @@ -494,14 +494,14 @@ "yellow spots": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707420598.5725908", - "ss_training_started_at": "1707394981.0080338", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707420598.5725908, + "ss_training_started_at": 1707394981.0080338, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b8f839ff", "sshs_model_hash": "1b498c2bee70f74cf0a8335158fc9ec3eb920a3aa363b231c4c416786fb1b47c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/louart-v1e10_th-3.03_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/louart-v1e10_th-3.03_fro_ckpt1.00_size12.0.json index 400ffc168317fb4024340b9245c23e24c58cc1ec..4482e90f91c351904c3356432f1b4ca56f8834f2 100644 --- a/ponyxl_loras_shrunk/louart-v1e10_th-3.03_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/louart-v1e10_th-3.03_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.0015002668264414388 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_louart": { "img_count": 25, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "260", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 260, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -113,29 +113,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "311", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2475", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 311, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2475, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2093198316", - "ss_session_id": "147031097", - "ss_shuffle_caption": "False", - "ss_steps": "260", + "ss_seed": 2093198316, + "ss_session_id": 147031097, + "ss_shuffle_caption": false, + "ss_steps": 260, "ss_tag_frequency": { "99_louart": { "16 10": 2, @@ -494,14 +494,14 @@ "yellow spots": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707420598.5725908", - "ss_training_started_at": "1707394981.0080338", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707420598.5725908, + "ss_training_started_at": 1707394981.0080338, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b8f839ff", "sshs_model_hash": "1b498c2bee70f74cf0a8335158fc9ec3eb920a3aa363b231c4c416786fb1b47c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/louart-v1e10_th-3.07_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/louart-v1e10_th-3.07_fro_ckpt1.00_size14.0.json index 400ffc168317fb4024340b9245c23e24c58cc1ec..4482e90f91c351904c3356432f1b4ca56f8834f2 100644 --- a/ponyxl_loras_shrunk/louart-v1e10_th-3.07_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/louart-v1e10_th-3.07_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.0015002668264414388 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_louart": { "img_count": 25, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "260", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 260, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -113,29 +113,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "311", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2475", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 311, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2475, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2093198316", - "ss_session_id": "147031097", - "ss_shuffle_caption": "False", - "ss_steps": "260", + "ss_seed": 2093198316, + "ss_session_id": 147031097, + "ss_shuffle_caption": false, + "ss_steps": 260, "ss_tag_frequency": { "99_louart": { "16 10": 2, @@ -494,14 +494,14 @@ "yellow spots": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707420598.5725908", - "ss_training_started_at": "1707394981.0080338", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707420598.5725908, + "ss_training_started_at": 1707394981.0080338, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b8f839ff", "sshs_model_hash": "1b498c2bee70f74cf0a8335158fc9ec3eb920a3aa363b231c4c416786fb1b47c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/louart-v1e10_th-3.10_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/louart-v1e10_th-3.10_fro_ckpt1.00_size16.0.json index 400ffc168317fb4024340b9245c23e24c58cc1ec..4482e90f91c351904c3356432f1b4ca56f8834f2 100644 --- a/ponyxl_loras_shrunk/louart-v1e10_th-3.10_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/louart-v1e10_th-3.10_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.0015002668264414388 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_louart": { "img_count": 25, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "260", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 260, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -113,29 +113,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "311", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2475", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 311, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2475, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2093198316", - "ss_session_id": "147031097", - "ss_shuffle_caption": "False", - "ss_steps": "260", + "ss_seed": 2093198316, + "ss_session_id": 147031097, + "ss_shuffle_caption": false, + "ss_steps": 260, "ss_tag_frequency": { "99_louart": { "16 10": 2, @@ -494,14 +494,14 @@ "yellow spots": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707420598.5725908", - "ss_training_started_at": "1707394981.0080338", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707420598.5725908, + "ss_training_started_at": 1707394981.0080338, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b8f839ff", "sshs_model_hash": "1b498c2bee70f74cf0a8335158fc9ec3eb920a3aa363b231c4c416786fb1b47c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/louart-v1e10_th-3.14_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/louart-v1e10_th-3.14_fro_ckpt1.00_size18.0.json index 400ffc168317fb4024340b9245c23e24c58cc1ec..4482e90f91c351904c3356432f1b4ca56f8834f2 100644 --- a/ponyxl_loras_shrunk/louart-v1e10_th-3.14_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/louart-v1e10_th-3.14_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.0015002668264414388 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_louart": { "img_count": 25, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "260", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 260, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -113,29 +113,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "311", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2475", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 311, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2475, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2093198316", - "ss_session_id": "147031097", - "ss_shuffle_caption": "False", - "ss_steps": "260", + "ss_seed": 2093198316, + "ss_session_id": 147031097, + "ss_shuffle_caption": false, + "ss_steps": 260, "ss_tag_frequency": { "99_louart": { "16 10": 2, @@ -494,14 +494,14 @@ "yellow spots": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707420598.5725908", - "ss_training_started_at": "1707394981.0080338", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707420598.5725908, + "ss_training_started_at": 1707394981.0080338, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b8f839ff", "sshs_model_hash": "1b498c2bee70f74cf0a8335158fc9ec3eb920a3aa363b231c4c416786fb1b47c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/louart-v1e10_th-3.17_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/louart-v1e10_th-3.17_fro_ckpt1.00_size20.0.json index 400ffc168317fb4024340b9245c23e24c58cc1ec..4482e90f91c351904c3356432f1b4ca56f8834f2 100644 --- a/ponyxl_loras_shrunk/louart-v1e10_th-3.17_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/louart-v1e10_th-3.17_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.0015002668264414388 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_louart": { "img_count": 25, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "260", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 260, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -113,29 +113,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "311", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2475", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 311, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2475, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2093198316", - "ss_session_id": "147031097", - "ss_shuffle_caption": "False", - "ss_steps": "260", + "ss_seed": 2093198316, + "ss_session_id": 147031097, + "ss_shuffle_caption": false, + "ss_steps": 260, "ss_tag_frequency": { "99_louart": { "16 10": 2, @@ -494,14 +494,14 @@ "yellow spots": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707420598.5725908", - "ss_training_started_at": "1707394981.0080338", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707420598.5725908, + "ss_training_started_at": 1707394981.0080338, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b8f839ff", "sshs_model_hash": "1b498c2bee70f74cf0a8335158fc9ec3eb920a3aa363b231c4c416786fb1b47c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/louart-v1e10_th-3.20_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/louart-v1e10_th-3.20_fro_ckpt1.00_size22.0.json index 400ffc168317fb4024340b9245c23e24c58cc1ec..4482e90f91c351904c3356432f1b4ca56f8834f2 100644 --- a/ponyxl_loras_shrunk/louart-v1e10_th-3.20_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/louart-v1e10_th-3.20_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.0015002668264414388 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_louart": { "img_count": 25, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "260", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 260, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -113,29 +113,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "311", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2475", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 311, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2475, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2093198316", - "ss_session_id": "147031097", - "ss_shuffle_caption": "False", - "ss_steps": "260", + "ss_seed": 2093198316, + "ss_session_id": 147031097, + "ss_shuffle_caption": false, + "ss_steps": 260, "ss_tag_frequency": { "99_louart": { "16 10": 2, @@ -494,14 +494,14 @@ "yellow spots": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707420598.5725908", - "ss_training_started_at": "1707394981.0080338", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707420598.5725908, + "ss_training_started_at": 1707394981.0080338, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b8f839ff", "sshs_model_hash": "1b498c2bee70f74cf0a8335158fc9ec3eb920a3aa363b231c4c416786fb1b47c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/louart-v1e10_th-3.22_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/louart-v1e10_th-3.22_fro_ckpt1.00_size24.0.json index 400ffc168317fb4024340b9245c23e24c58cc1ec..4482e90f91c351904c3356432f1b4ca56f8834f2 100644 --- a/ponyxl_loras_shrunk/louart-v1e10_th-3.22_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/louart-v1e10_th-3.22_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.0015002668264414388 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_louart": { "img_count": 25, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "260", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 260, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -113,29 +113,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "311", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2475", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 311, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2475, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2093198316", - "ss_session_id": "147031097", - "ss_shuffle_caption": "False", - "ss_steps": "260", + "ss_seed": 2093198316, + "ss_session_id": 147031097, + "ss_shuffle_caption": false, + "ss_steps": 260, "ss_tag_frequency": { "99_louart": { "16 10": 2, @@ -494,14 +494,14 @@ "yellow spots": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707420598.5725908", - "ss_training_started_at": "1707394981.0080338", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707420598.5725908, + "ss_training_started_at": 1707394981.0080338, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b8f839ff", "sshs_model_hash": "1b498c2bee70f74cf0a8335158fc9ec3eb920a3aa363b231c4c416786fb1b47c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/louart-v1e10_th-3.33_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/louart-v1e10_th-3.33_fro_ckpt1.00_size32.0.json index 400ffc168317fb4024340b9245c23e24c58cc1ec..4482e90f91c351904c3356432f1b4ca56f8834f2 100644 --- a/ponyxl_loras_shrunk/louart-v1e10_th-3.33_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/louart-v1e10_th-3.33_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.0015002668264414388 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "99_louart": { "img_count": 25, "n_repeats": 99 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "260", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 260, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -113,29 +113,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "311", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "2475", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 311, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 2475, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2093198316", - "ss_session_id": "147031097", - "ss_shuffle_caption": "False", - "ss_steps": "260", + "ss_seed": 2093198316, + "ss_session_id": 147031097, + "ss_shuffle_caption": false, + "ss_steps": 260, "ss_tag_frequency": { "99_louart": { "16 10": 2, @@ -494,14 +494,14 @@ "yellow spots": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707420598.5725908", - "ss_training_started_at": "1707394981.0080338", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707420598.5725908, + "ss_training_started_at": 1707394981.0080338, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b8f839ff", "sshs_model_hash": "1b498c2bee70f74cf0a8335158fc9ec3eb920a3aa363b231c4c416786fb1b47c" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lovander-v3e10_th-0.85_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/lovander-v3e10_th-0.85_spn_lora0.50_spn_ckpt0.50_size4.0.json index 9c6a62c38ff52a7742e761c576cbe8bde6c97ea2..33703b33b302524e68e7037ae8131d53ef9218c4 100644 --- a/ponyxl_loras_shrunk/lovander-v3e10_th-0.85_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/lovander-v3e10_th-0.85_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.00703103081226208 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "70_lovander": { "img_count": 50, "n_repeats": 70 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "370", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 370, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "440", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "3500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 440, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 3500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "894816765", - "ss_session_id": "2580585302", - "ss_shuffle_caption": "False", - "ss_steps": "370", + "ss_seed": 894816765, + "ss_session_id": 2580585302, + "ss_shuffle_caption": false, + "ss_steps": 370, "ss_tag_frequency": { "70_lovander": { "!?": 1, @@ -486,14 +486,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707029377.30357", - "ss_training_started_at": "1706999745.7874715", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707029377.30357, + "ss_training_started_at": 1706999745.7874715, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b24d9f2a", "sshs_model_hash": "fbe220d021622987d87cf4305dc1318d1a6dd70c877025efead7fc52339beb70" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lovander-v3e10_th-1.07_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/lovander-v3e10_th-1.07_spn_lora0.50_spn_ckpt0.50_size8.0.json index 9c6a62c38ff52a7742e761c576cbe8bde6c97ea2..33703b33b302524e68e7037ae8131d53ef9218c4 100644 --- a/ponyxl_loras_shrunk/lovander-v3e10_th-1.07_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/lovander-v3e10_th-1.07_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.00703103081226208 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "70_lovander": { "img_count": 50, "n_repeats": 70 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "370", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 370, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "440", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "3500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 440, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 3500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "894816765", - "ss_session_id": "2580585302", - "ss_shuffle_caption": "False", - "ss_steps": "370", + "ss_seed": 894816765, + "ss_session_id": 2580585302, + "ss_shuffle_caption": false, + "ss_steps": 370, "ss_tag_frequency": { "70_lovander": { "!?": 1, @@ -486,14 +486,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707029377.30357", - "ss_training_started_at": "1706999745.7874715", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707029377.30357, + "ss_training_started_at": 1706999745.7874715, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b24d9f2a", "sshs_model_hash": "fbe220d021622987d87cf4305dc1318d1a6dd70c877025efead7fc52339beb70" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lovander-v3e10_th-1.21_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/lovander-v3e10_th-1.21_spn_lora0.50_spn_ckpt0.50_size12.0.json index 9c6a62c38ff52a7742e761c576cbe8bde6c97ea2..33703b33b302524e68e7037ae8131d53ef9218c4 100644 --- a/ponyxl_loras_shrunk/lovander-v3e10_th-1.21_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/lovander-v3e10_th-1.21_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.00703103081226208 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "70_lovander": { "img_count": 50, "n_repeats": 70 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "370", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 370, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "440", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "3500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 440, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 3500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "894816765", - "ss_session_id": "2580585302", - "ss_shuffle_caption": "False", - "ss_steps": "370", + "ss_seed": 894816765, + "ss_session_id": 2580585302, + "ss_shuffle_caption": false, + "ss_steps": 370, "ss_tag_frequency": { "70_lovander": { "!?": 1, @@ -486,14 +486,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707029377.30357", - "ss_training_started_at": "1706999745.7874715", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707029377.30357, + "ss_training_started_at": 1706999745.7874715, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b24d9f2a", "sshs_model_hash": "fbe220d021622987d87cf4305dc1318d1a6dd70c877025efead7fc52339beb70" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lovander-v3e10_th-1.42_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/lovander-v3e10_th-1.42_spn_lora0.50_spn_ckpt0.50_size24.0.json index 9c6a62c38ff52a7742e761c576cbe8bde6c97ea2..33703b33b302524e68e7037ae8131d53ef9218c4 100644 --- a/ponyxl_loras_shrunk/lovander-v3e10_th-1.42_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/lovander-v3e10_th-1.42_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.00703103081226208 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "70_lovander": { "img_count": 50, "n_repeats": 70 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "370", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 370, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "440", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "3500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 440, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 3500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "894816765", - "ss_session_id": "2580585302", - "ss_shuffle_caption": "False", - "ss_steps": "370", + "ss_seed": 894816765, + "ss_session_id": 2580585302, + "ss_shuffle_caption": false, + "ss_steps": 370, "ss_tag_frequency": { "70_lovander": { "!?": 1, @@ -486,14 +486,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707029377.30357", - "ss_training_started_at": "1706999745.7874715", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707029377.30357, + "ss_training_started_at": 1706999745.7874715, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b24d9f2a", "sshs_model_hash": "fbe220d021622987d87cf4305dc1318d1a6dd70c877025efead7fc52339beb70" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lovander-v3e10_th-1.54_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/lovander-v3e10_th-1.54_spn_lora0.50_spn_ckpt0.50_size32.0.json index 9c6a62c38ff52a7742e761c576cbe8bde6c97ea2..33703b33b302524e68e7037ae8131d53ef9218c4 100644 --- a/ponyxl_loras_shrunk/lovander-v3e10_th-1.54_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/lovander-v3e10_th-1.54_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.00703103081226208 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "70_lovander": { "img_count": 50, "n_repeats": 70 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "370", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 370, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "440", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "3500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 440, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 3500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "894816765", - "ss_session_id": "2580585302", - "ss_shuffle_caption": "False", - "ss_steps": "370", + "ss_seed": 894816765, + "ss_session_id": 2580585302, + "ss_shuffle_caption": false, + "ss_steps": 370, "ss_tag_frequency": { "70_lovander": { "!?": 1, @@ -486,14 +486,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707029377.30357", - "ss_training_started_at": "1706999745.7874715", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707029377.30357, + "ss_training_started_at": 1706999745.7874715, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b24d9f2a", "sshs_model_hash": "fbe220d021622987d87cf4305dc1318d1a6dd70c877025efead7fc52339beb70" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lovander-v3e10_th-1.64_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/lovander-v3e10_th-1.64_spn_ckpt1.00_size4.0.json index 9c6a62c38ff52a7742e761c576cbe8bde6c97ea2..33703b33b302524e68e7037ae8131d53ef9218c4 100644 --- a/ponyxl_loras_shrunk/lovander-v3e10_th-1.64_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/lovander-v3e10_th-1.64_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.00703103081226208 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "70_lovander": { "img_count": 50, "n_repeats": 70 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "370", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 370, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "440", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "3500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 440, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 3500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "894816765", - "ss_session_id": "2580585302", - "ss_shuffle_caption": "False", - "ss_steps": "370", + "ss_seed": 894816765, + "ss_session_id": 2580585302, + "ss_shuffle_caption": false, + "ss_steps": 370, "ss_tag_frequency": { "70_lovander": { "!?": 1, @@ -486,14 +486,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707029377.30357", - "ss_training_started_at": "1706999745.7874715", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707029377.30357, + "ss_training_started_at": 1706999745.7874715, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b24d9f2a", "sshs_model_hash": "fbe220d021622987d87cf4305dc1318d1a6dd70c877025efead7fc52339beb70" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lovander-v3e10_th-1.89_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/lovander-v3e10_th-1.89_spn_ckpt1.00_size8.0.json index 9c6a62c38ff52a7742e761c576cbe8bde6c97ea2..33703b33b302524e68e7037ae8131d53ef9218c4 100644 --- a/ponyxl_loras_shrunk/lovander-v3e10_th-1.89_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/lovander-v3e10_th-1.89_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.00703103081226208 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "70_lovander": { "img_count": 50, "n_repeats": 70 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "370", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 370, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "440", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "3500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 440, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 3500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "894816765", - "ss_session_id": "2580585302", - "ss_shuffle_caption": "False", - "ss_steps": "370", + "ss_seed": 894816765, + "ss_session_id": 2580585302, + "ss_shuffle_caption": false, + "ss_steps": 370, "ss_tag_frequency": { "70_lovander": { "!?": 1, @@ -486,14 +486,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707029377.30357", - "ss_training_started_at": "1706999745.7874715", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707029377.30357, + "ss_training_started_at": 1706999745.7874715, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b24d9f2a", "sshs_model_hash": "fbe220d021622987d87cf4305dc1318d1a6dd70c877025efead7fc52339beb70" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lovander-v3e10_th-2.03_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/lovander-v3e10_th-2.03_spn_ckpt1.00_size12.0.json index 9c6a62c38ff52a7742e761c576cbe8bde6c97ea2..33703b33b302524e68e7037ae8131d53ef9218c4 100644 --- a/ponyxl_loras_shrunk/lovander-v3e10_th-2.03_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/lovander-v3e10_th-2.03_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.00703103081226208 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "70_lovander": { "img_count": 50, "n_repeats": 70 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "370", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 370, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "440", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "3500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 440, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 3500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "894816765", - "ss_session_id": "2580585302", - "ss_shuffle_caption": "False", - "ss_steps": "370", + "ss_seed": 894816765, + "ss_session_id": 2580585302, + "ss_shuffle_caption": false, + "ss_steps": 370, "ss_tag_frequency": { "70_lovander": { "!?": 1, @@ -486,14 +486,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707029377.30357", - "ss_training_started_at": "1706999745.7874715", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707029377.30357, + "ss_training_started_at": 1706999745.7874715, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b24d9f2a", "sshs_model_hash": "fbe220d021622987d87cf4305dc1318d1a6dd70c877025efead7fc52339beb70" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lovander-v3e10_th-2.08_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/lovander-v3e10_th-2.08_spn_ckpt1.00_size14.0.json index 9c6a62c38ff52a7742e761c576cbe8bde6c97ea2..33703b33b302524e68e7037ae8131d53ef9218c4 100644 --- a/ponyxl_loras_shrunk/lovander-v3e10_th-2.08_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/lovander-v3e10_th-2.08_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.00703103081226208 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "70_lovander": { "img_count": 50, "n_repeats": 70 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "370", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 370, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "440", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "3500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 440, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 3500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "894816765", - "ss_session_id": "2580585302", - "ss_shuffle_caption": "False", - "ss_steps": "370", + "ss_seed": 894816765, + "ss_session_id": 2580585302, + "ss_shuffle_caption": false, + "ss_steps": 370, "ss_tag_frequency": { "70_lovander": { "!?": 1, @@ -486,14 +486,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707029377.30357", - "ss_training_started_at": "1706999745.7874715", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707029377.30357, + "ss_training_started_at": 1706999745.7874715, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b24d9f2a", "sshs_model_hash": "fbe220d021622987d87cf4305dc1318d1a6dd70c877025efead7fc52339beb70" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lovander-v3e10_th-2.12_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/lovander-v3e10_th-2.12_spn_ckpt1.00_size16.0.json index 9c6a62c38ff52a7742e761c576cbe8bde6c97ea2..33703b33b302524e68e7037ae8131d53ef9218c4 100644 --- a/ponyxl_loras_shrunk/lovander-v3e10_th-2.12_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/lovander-v3e10_th-2.12_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.00703103081226208 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "70_lovander": { "img_count": 50, "n_repeats": 70 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "370", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 370, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "440", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "3500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 440, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 3500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "894816765", - "ss_session_id": "2580585302", - "ss_shuffle_caption": "False", - "ss_steps": "370", + "ss_seed": 894816765, + "ss_session_id": 2580585302, + "ss_shuffle_caption": false, + "ss_steps": 370, "ss_tag_frequency": { "70_lovander": { "!?": 1, @@ -486,14 +486,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707029377.30357", - "ss_training_started_at": "1706999745.7874715", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707029377.30357, + "ss_training_started_at": 1706999745.7874715, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b24d9f2a", "sshs_model_hash": "fbe220d021622987d87cf4305dc1318d1a6dd70c877025efead7fc52339beb70" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lovander-v3e10_th-2.15_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/lovander-v3e10_th-2.15_spn_ckpt1.00_size18.0.json index 9c6a62c38ff52a7742e761c576cbe8bde6c97ea2..33703b33b302524e68e7037ae8131d53ef9218c4 100644 --- a/ponyxl_loras_shrunk/lovander-v3e10_th-2.15_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/lovander-v3e10_th-2.15_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.00703103081226208 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "70_lovander": { "img_count": 50, "n_repeats": 70 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "370", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 370, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "440", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "3500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 440, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 3500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "894816765", - "ss_session_id": "2580585302", - "ss_shuffle_caption": "False", - "ss_steps": "370", + "ss_seed": 894816765, + "ss_session_id": 2580585302, + "ss_shuffle_caption": false, + "ss_steps": 370, "ss_tag_frequency": { "70_lovander": { "!?": 1, @@ -486,14 +486,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707029377.30357", - "ss_training_started_at": "1706999745.7874715", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707029377.30357, + "ss_training_started_at": 1706999745.7874715, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b24d9f2a", "sshs_model_hash": "fbe220d021622987d87cf4305dc1318d1a6dd70c877025efead7fc52339beb70" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lovander-v3e10_th-2.19_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/lovander-v3e10_th-2.19_spn_ckpt1.00_size20.0.json index 9c6a62c38ff52a7742e761c576cbe8bde6c97ea2..33703b33b302524e68e7037ae8131d53ef9218c4 100644 --- a/ponyxl_loras_shrunk/lovander-v3e10_th-2.19_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/lovander-v3e10_th-2.19_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.00703103081226208 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "70_lovander": { "img_count": 50, "n_repeats": 70 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "370", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 370, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "440", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "3500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 440, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 3500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "894816765", - "ss_session_id": "2580585302", - "ss_shuffle_caption": "False", - "ss_steps": "370", + "ss_seed": 894816765, + "ss_session_id": 2580585302, + "ss_shuffle_caption": false, + "ss_steps": 370, "ss_tag_frequency": { "70_lovander": { "!?": 1, @@ -486,14 +486,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707029377.30357", - "ss_training_started_at": "1706999745.7874715", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707029377.30357, + "ss_training_started_at": 1706999745.7874715, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b24d9f2a", "sshs_model_hash": "fbe220d021622987d87cf4305dc1318d1a6dd70c877025efead7fc52339beb70" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lovander-v3e10_th-2.22_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/lovander-v3e10_th-2.22_spn_ckpt1.00_size22.0.json index 9c6a62c38ff52a7742e761c576cbe8bde6c97ea2..33703b33b302524e68e7037ae8131d53ef9218c4 100644 --- a/ponyxl_loras_shrunk/lovander-v3e10_th-2.22_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/lovander-v3e10_th-2.22_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.00703103081226208 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "70_lovander": { "img_count": 50, "n_repeats": 70 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "370", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 370, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "440", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "3500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 440, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 3500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "894816765", - "ss_session_id": "2580585302", - "ss_shuffle_caption": "False", - "ss_steps": "370", + "ss_seed": 894816765, + "ss_session_id": 2580585302, + "ss_shuffle_caption": false, + "ss_steps": 370, "ss_tag_frequency": { "70_lovander": { "!?": 1, @@ -486,14 +486,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707029377.30357", - "ss_training_started_at": "1706999745.7874715", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707029377.30357, + "ss_training_started_at": 1706999745.7874715, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b24d9f2a", "sshs_model_hash": "fbe220d021622987d87cf4305dc1318d1a6dd70c877025efead7fc52339beb70" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lovander-v3e10_th-2.26_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/lovander-v3e10_th-2.26_spn_ckpt1.00_size24.0.json index 9c6a62c38ff52a7742e761c576cbe8bde6c97ea2..33703b33b302524e68e7037ae8131d53ef9218c4 100644 --- a/ponyxl_loras_shrunk/lovander-v3e10_th-2.26_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/lovander-v3e10_th-2.26_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.00703103081226208 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "70_lovander": { "img_count": 50, "n_repeats": 70 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "370", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 370, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "440", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "3500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 440, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 3500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "894816765", - "ss_session_id": "2580585302", - "ss_shuffle_caption": "False", - "ss_steps": "370", + "ss_seed": 894816765, + "ss_session_id": 2580585302, + "ss_shuffle_caption": false, + "ss_steps": 370, "ss_tag_frequency": { "70_lovander": { "!?": 1, @@ -486,14 +486,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707029377.30357", - "ss_training_started_at": "1706999745.7874715", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707029377.30357, + "ss_training_started_at": 1706999745.7874715, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b24d9f2a", "sshs_model_hash": "fbe220d021622987d87cf4305dc1318d1a6dd70c877025efead7fc52339beb70" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lovander-v3e10_th-2.41_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/lovander-v3e10_th-2.41_spn_ckpt1.00_size32.0.json index 9c6a62c38ff52a7742e761c576cbe8bde6c97ea2..33703b33b302524e68e7037ae8131d53ef9218c4 100644 --- a/ponyxl_loras_shrunk/lovander-v3e10_th-2.41_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/lovander-v3e10_th-2.41_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.00703103081226208 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "70_lovander": { "img_count": 50, "n_repeats": 70 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "370", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 370, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "440", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "3500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 440, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 3500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "894816765", - "ss_session_id": "2580585302", - "ss_shuffle_caption": "False", - "ss_steps": "370", + "ss_seed": 894816765, + "ss_session_id": 2580585302, + "ss_shuffle_caption": false, + "ss_steps": 370, "ss_tag_frequency": { "70_lovander": { "!?": 1, @@ -486,14 +486,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707029377.30357", - "ss_training_started_at": "1706999745.7874715", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707029377.30357, + "ss_training_started_at": 1706999745.7874715, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b24d9f2a", "sshs_model_hash": "fbe220d021622987d87cf4305dc1318d1a6dd70c877025efead7fc52339beb70" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lovander-v3e10_th-2.55_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/lovander-v3e10_th-2.55_fro_ckpt1.00_size4.0.json index 9c6a62c38ff52a7742e761c576cbe8bde6c97ea2..33703b33b302524e68e7037ae8131d53ef9218c4 100644 --- a/ponyxl_loras_shrunk/lovander-v3e10_th-2.55_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/lovander-v3e10_th-2.55_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.00703103081226208 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "70_lovander": { "img_count": 50, "n_repeats": 70 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "370", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 370, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "440", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "3500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 440, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 3500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "894816765", - "ss_session_id": "2580585302", - "ss_shuffle_caption": "False", - "ss_steps": "370", + "ss_seed": 894816765, + "ss_session_id": 2580585302, + "ss_shuffle_caption": false, + "ss_steps": 370, "ss_tag_frequency": { "70_lovander": { "!?": 1, @@ -486,14 +486,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707029377.30357", - "ss_training_started_at": "1706999745.7874715", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707029377.30357, + "ss_training_started_at": 1706999745.7874715, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b24d9f2a", "sshs_model_hash": "fbe220d021622987d87cf4305dc1318d1a6dd70c877025efead7fc52339beb70" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lovander-v3e10_th-2.83_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/lovander-v3e10_th-2.83_fro_ckpt1.00_size8.0.json index 9c6a62c38ff52a7742e761c576cbe8bde6c97ea2..33703b33b302524e68e7037ae8131d53ef9218c4 100644 --- a/ponyxl_loras_shrunk/lovander-v3e10_th-2.83_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/lovander-v3e10_th-2.83_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.00703103081226208 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "70_lovander": { "img_count": 50, "n_repeats": 70 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "370", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 370, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "440", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "3500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 440, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 3500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "894816765", - "ss_session_id": "2580585302", - "ss_shuffle_caption": "False", - "ss_steps": "370", + "ss_seed": 894816765, + "ss_session_id": 2580585302, + "ss_shuffle_caption": false, + "ss_steps": 370, "ss_tag_frequency": { "70_lovander": { "!?": 1, @@ -486,14 +486,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707029377.30357", - "ss_training_started_at": "1706999745.7874715", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707029377.30357, + "ss_training_started_at": 1706999745.7874715, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b24d9f2a", "sshs_model_hash": "fbe220d021622987d87cf4305dc1318d1a6dd70c877025efead7fc52339beb70" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lovander-v3e10_th-2.97_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/lovander-v3e10_th-2.97_fro_ckpt1.00_size12.0.json index 9c6a62c38ff52a7742e761c576cbe8bde6c97ea2..33703b33b302524e68e7037ae8131d53ef9218c4 100644 --- a/ponyxl_loras_shrunk/lovander-v3e10_th-2.97_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/lovander-v3e10_th-2.97_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.00703103081226208 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "70_lovander": { "img_count": 50, "n_repeats": 70 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "370", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 370, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "440", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "3500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 440, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 3500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "894816765", - "ss_session_id": "2580585302", - "ss_shuffle_caption": "False", - "ss_steps": "370", + "ss_seed": 894816765, + "ss_session_id": 2580585302, + "ss_shuffle_caption": false, + "ss_steps": 370, "ss_tag_frequency": { "70_lovander": { "!?": 1, @@ -486,14 +486,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707029377.30357", - "ss_training_started_at": "1706999745.7874715", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707029377.30357, + "ss_training_started_at": 1706999745.7874715, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b24d9f2a", "sshs_model_hash": "fbe220d021622987d87cf4305dc1318d1a6dd70c877025efead7fc52339beb70" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lovander-v3e10_th-3.02_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/lovander-v3e10_th-3.02_fro_ckpt1.00_size14.0.json index 9c6a62c38ff52a7742e761c576cbe8bde6c97ea2..33703b33b302524e68e7037ae8131d53ef9218c4 100644 --- a/ponyxl_loras_shrunk/lovander-v3e10_th-3.02_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/lovander-v3e10_th-3.02_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.00703103081226208 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "70_lovander": { "img_count": 50, "n_repeats": 70 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "370", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 370, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "440", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "3500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 440, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 3500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "894816765", - "ss_session_id": "2580585302", - "ss_shuffle_caption": "False", - "ss_steps": "370", + "ss_seed": 894816765, + "ss_session_id": 2580585302, + "ss_shuffle_caption": false, + "ss_steps": 370, "ss_tag_frequency": { "70_lovander": { "!?": 1, @@ -486,14 +486,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707029377.30357", - "ss_training_started_at": "1706999745.7874715", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707029377.30357, + "ss_training_started_at": 1706999745.7874715, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b24d9f2a", "sshs_model_hash": "fbe220d021622987d87cf4305dc1318d1a6dd70c877025efead7fc52339beb70" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lovander-v3e10_th-3.07_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/lovander-v3e10_th-3.07_fro_ckpt1.00_size16.0.json index 9c6a62c38ff52a7742e761c576cbe8bde6c97ea2..33703b33b302524e68e7037ae8131d53ef9218c4 100644 --- a/ponyxl_loras_shrunk/lovander-v3e10_th-3.07_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/lovander-v3e10_th-3.07_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.00703103081226208 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "70_lovander": { "img_count": 50, "n_repeats": 70 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "370", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 370, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "440", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "3500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 440, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 3500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "894816765", - "ss_session_id": "2580585302", - "ss_shuffle_caption": "False", - "ss_steps": "370", + "ss_seed": 894816765, + "ss_session_id": 2580585302, + "ss_shuffle_caption": false, + "ss_steps": 370, "ss_tag_frequency": { "70_lovander": { "!?": 1, @@ -486,14 +486,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707029377.30357", - "ss_training_started_at": "1706999745.7874715", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707029377.30357, + "ss_training_started_at": 1706999745.7874715, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b24d9f2a", "sshs_model_hash": "fbe220d021622987d87cf4305dc1318d1a6dd70c877025efead7fc52339beb70" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lovander-v3e10_th-3.10_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/lovander-v3e10_th-3.10_fro_ckpt1.00_size18.0.json index 9c6a62c38ff52a7742e761c576cbe8bde6c97ea2..33703b33b302524e68e7037ae8131d53ef9218c4 100644 --- a/ponyxl_loras_shrunk/lovander-v3e10_th-3.10_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/lovander-v3e10_th-3.10_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.00703103081226208 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "70_lovander": { "img_count": 50, "n_repeats": 70 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "370", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 370, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "440", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "3500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 440, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 3500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "894816765", - "ss_session_id": "2580585302", - "ss_shuffle_caption": "False", - "ss_steps": "370", + "ss_seed": 894816765, + "ss_session_id": 2580585302, + "ss_shuffle_caption": false, + "ss_steps": 370, "ss_tag_frequency": { "70_lovander": { "!?": 1, @@ -486,14 +486,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707029377.30357", - "ss_training_started_at": "1706999745.7874715", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707029377.30357, + "ss_training_started_at": 1706999745.7874715, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b24d9f2a", "sshs_model_hash": "fbe220d021622987d87cf4305dc1318d1a6dd70c877025efead7fc52339beb70" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lovander-v3e10_th-3.13_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/lovander-v3e10_th-3.13_fro_ckpt1.00_size20.0.json index 9c6a62c38ff52a7742e761c576cbe8bde6c97ea2..33703b33b302524e68e7037ae8131d53ef9218c4 100644 --- a/ponyxl_loras_shrunk/lovander-v3e10_th-3.13_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/lovander-v3e10_th-3.13_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.00703103081226208 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "70_lovander": { "img_count": 50, "n_repeats": 70 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "370", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 370, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "440", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "3500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 440, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 3500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "894816765", - "ss_session_id": "2580585302", - "ss_shuffle_caption": "False", - "ss_steps": "370", + "ss_seed": 894816765, + "ss_session_id": 2580585302, + "ss_shuffle_caption": false, + "ss_steps": 370, "ss_tag_frequency": { "70_lovander": { "!?": 1, @@ -486,14 +486,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707029377.30357", - "ss_training_started_at": "1706999745.7874715", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707029377.30357, + "ss_training_started_at": 1706999745.7874715, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b24d9f2a", "sshs_model_hash": "fbe220d021622987d87cf4305dc1318d1a6dd70c877025efead7fc52339beb70" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lovander-v3e10_th-3.16_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/lovander-v3e10_th-3.16_fro_ckpt1.00_size22.0.json index 9c6a62c38ff52a7742e761c576cbe8bde6c97ea2..33703b33b302524e68e7037ae8131d53ef9218c4 100644 --- a/ponyxl_loras_shrunk/lovander-v3e10_th-3.16_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/lovander-v3e10_th-3.16_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.00703103081226208 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "70_lovander": { "img_count": 50, "n_repeats": 70 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "370", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 370, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "440", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "3500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 440, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 3500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "894816765", - "ss_session_id": "2580585302", - "ss_shuffle_caption": "False", - "ss_steps": "370", + "ss_seed": 894816765, + "ss_session_id": 2580585302, + "ss_shuffle_caption": false, + "ss_steps": 370, "ss_tag_frequency": { "70_lovander": { "!?": 1, @@ -486,14 +486,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707029377.30357", - "ss_training_started_at": "1706999745.7874715", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707029377.30357, + "ss_training_started_at": 1706999745.7874715, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b24d9f2a", "sshs_model_hash": "fbe220d021622987d87cf4305dc1318d1a6dd70c877025efead7fc52339beb70" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lovander-v3e10_th-3.19_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/lovander-v3e10_th-3.19_fro_ckpt1.00_size24.0.json index 9c6a62c38ff52a7742e761c576cbe8bde6c97ea2..33703b33b302524e68e7037ae8131d53ef9218c4 100644 --- a/ponyxl_loras_shrunk/lovander-v3e10_th-3.19_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/lovander-v3e10_th-3.19_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.00703103081226208 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "70_lovander": { "img_count": 50, "n_repeats": 70 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "370", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 370, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "440", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "3500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 440, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 3500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "894816765", - "ss_session_id": "2580585302", - "ss_shuffle_caption": "False", - "ss_steps": "370", + "ss_seed": 894816765, + "ss_session_id": 2580585302, + "ss_shuffle_caption": false, + "ss_steps": 370, "ss_tag_frequency": { "70_lovander": { "!?": 1, @@ -486,14 +486,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707029377.30357", - "ss_training_started_at": "1706999745.7874715", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707029377.30357, + "ss_training_started_at": 1706999745.7874715, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b24d9f2a", "sshs_model_hash": "fbe220d021622987d87cf4305dc1318d1a6dd70c877025efead7fc52339beb70" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/lovander-v3e10_th-3.30_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/lovander-v3e10_th-3.30_fro_ckpt1.00_size32.0.json index 9c6a62c38ff52a7742e761c576cbe8bde6c97ea2..33703b33b302524e68e7037ae8131d53ef9218c4 100644 --- a/ponyxl_loras_shrunk/lovander-v3e10_th-3.30_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/lovander-v3e10_th-3.30_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.00703103081226208 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "70_lovander": { "img_count": 50, "n_repeats": 70 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "370", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 370, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "440", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "3500", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 440, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 3500, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "894816765", - "ss_session_id": "2580585302", - "ss_shuffle_caption": "False", - "ss_steps": "370", + "ss_seed": 894816765, + "ss_session_id": 2580585302, + "ss_shuffle_caption": false, + "ss_steps": 370, "ss_tag_frequency": { "70_lovander": { "!?": 1, @@ -486,14 +486,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707029377.30357", - "ss_training_started_at": "1706999745.7874715", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707029377.30357, + "ss_training_started_at": 1706999745.7874715, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b24d9f2a", "sshs_model_hash": "fbe220d021622987d87cf4305dc1318d1a6dd70c877025efead7fc52339beb70" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/magic-v1e400_th-0.99_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/magic-v1e400_th-0.99_spn_lora0.50_spn_ckpt0.50_size4.0.json index 2f839867d607fd3c1cd52c35f37b197132c85d80..f9978776cd677faff39ed70c5449ba10c699d1a4 100644 --- a/ponyxl_loras_shrunk/magic-v1e400_th-0.99_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/magic-v1e400_th-0.99_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "magic", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.06388058048153566 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_magic": { "img_count": 21, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -97,30 +97,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "3", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "21", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 3, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 21, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "magic", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "588639495", - "ss_session_id": "2498098476", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 588639495, + "ss_session_id": 2498098476, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_magic": { ". various shades of green dominate this realistic yet fantastical artwork; they paint a lush backdrop that contrasts and complements the mystical glow of the magical arrow.": 1, @@ -348,14 +348,14 @@ "wings": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714934102.4138315", - "ss_training_started_at": "1714928123.5812032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714934102.4138317, + "ss_training_started_at": 1714928123.5812032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7fae3bda", "sshs_model_hash": "0854b1f4787e7f34ac4d64e94b950afb40464f86e5ff4862526140bbbe49d22d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/magic-v1e400_th-1.26_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/magic-v1e400_th-1.26_spn_lora0.50_spn_ckpt0.50_size8.0.json index 2f839867d607fd3c1cd52c35f37b197132c85d80..f9978776cd677faff39ed70c5449ba10c699d1a4 100644 --- a/ponyxl_loras_shrunk/magic-v1e400_th-1.26_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/magic-v1e400_th-1.26_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "magic", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.06388058048153566 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_magic": { "img_count": 21, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -97,30 +97,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "3", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "21", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 3, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 21, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "magic", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "588639495", - "ss_session_id": "2498098476", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 588639495, + "ss_session_id": 2498098476, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_magic": { ". various shades of green dominate this realistic yet fantastical artwork; they paint a lush backdrop that contrasts and complements the mystical glow of the magical arrow.": 1, @@ -348,14 +348,14 @@ "wings": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714934102.4138315", - "ss_training_started_at": "1714928123.5812032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714934102.4138317, + "ss_training_started_at": 1714928123.5812032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7fae3bda", "sshs_model_hash": "0854b1f4787e7f34ac4d64e94b950afb40464f86e5ff4862526140bbbe49d22d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/magic-v1e400_th-1.37_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/magic-v1e400_th-1.37_spn_lora0.50_spn_ckpt0.50_size12.0.json index 2f839867d607fd3c1cd52c35f37b197132c85d80..f9978776cd677faff39ed70c5449ba10c699d1a4 100644 --- a/ponyxl_loras_shrunk/magic-v1e400_th-1.37_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/magic-v1e400_th-1.37_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "magic", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.06388058048153566 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_magic": { "img_count": 21, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -97,30 +97,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "3", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "21", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 3, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 21, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "magic", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "588639495", - "ss_session_id": "2498098476", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 588639495, + "ss_session_id": 2498098476, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_magic": { ". various shades of green dominate this realistic yet fantastical artwork; they paint a lush backdrop that contrasts and complements the mystical glow of the magical arrow.": 1, @@ -348,14 +348,14 @@ "wings": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714934102.4138315", - "ss_training_started_at": "1714928123.5812032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714934102.4138317, + "ss_training_started_at": 1714928123.5812032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7fae3bda", "sshs_model_hash": "0854b1f4787e7f34ac4d64e94b950afb40464f86e5ff4862526140bbbe49d22d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/magic-v1e400_th-1.56_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/magic-v1e400_th-1.56_spn_lora0.50_spn_ckpt0.50_size24.0.json index 2f839867d607fd3c1cd52c35f37b197132c85d80..f9978776cd677faff39ed70c5449ba10c699d1a4 100644 --- a/ponyxl_loras_shrunk/magic-v1e400_th-1.56_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/magic-v1e400_th-1.56_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "magic", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.06388058048153566 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_magic": { "img_count": 21, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -97,30 +97,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "3", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "21", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 3, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 21, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "magic", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "588639495", - "ss_session_id": "2498098476", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 588639495, + "ss_session_id": 2498098476, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_magic": { ". various shades of green dominate this realistic yet fantastical artwork; they paint a lush backdrop that contrasts and complements the mystical glow of the magical arrow.": 1, @@ -348,14 +348,14 @@ "wings": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714934102.4138315", - "ss_training_started_at": "1714928123.5812032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714934102.4138317, + "ss_training_started_at": 1714928123.5812032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7fae3bda", "sshs_model_hash": "0854b1f4787e7f34ac4d64e94b950afb40464f86e5ff4862526140bbbe49d22d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/magic-v1e400_th-1.67_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/magic-v1e400_th-1.67_spn_lora0.50_spn_ckpt0.50_size32.0.json index 2f839867d607fd3c1cd52c35f37b197132c85d80..f9978776cd677faff39ed70c5449ba10c699d1a4 100644 --- a/ponyxl_loras_shrunk/magic-v1e400_th-1.67_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/magic-v1e400_th-1.67_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "magic", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.06388058048153566 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_magic": { "img_count": 21, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -97,30 +97,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "3", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "21", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 3, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 21, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "magic", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "588639495", - "ss_session_id": "2498098476", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 588639495, + "ss_session_id": 2498098476, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_magic": { ". various shades of green dominate this realistic yet fantastical artwork; they paint a lush backdrop that contrasts and complements the mystical glow of the magical arrow.": 1, @@ -348,14 +348,14 @@ "wings": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714934102.4138315", - "ss_training_started_at": "1714928123.5812032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714934102.4138317, + "ss_training_started_at": 1714928123.5812032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7fae3bda", "sshs_model_hash": "0854b1f4787e7f34ac4d64e94b950afb40464f86e5ff4862526140bbbe49d22d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/magic-v1e400_th-1.90_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/magic-v1e400_th-1.90_spn_ckpt1.00_size4.0.json index 2f839867d607fd3c1cd52c35f37b197132c85d80..f9978776cd677faff39ed70c5449ba10c699d1a4 100644 --- a/ponyxl_loras_shrunk/magic-v1e400_th-1.90_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/magic-v1e400_th-1.90_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "magic", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.06388058048153566 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_magic": { "img_count": 21, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -97,30 +97,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "3", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "21", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 3, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 21, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "magic", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "588639495", - "ss_session_id": "2498098476", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 588639495, + "ss_session_id": 2498098476, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_magic": { ". various shades of green dominate this realistic yet fantastical artwork; they paint a lush backdrop that contrasts and complements the mystical glow of the magical arrow.": 1, @@ -348,14 +348,14 @@ "wings": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714934102.4138315", - "ss_training_started_at": "1714928123.5812032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714934102.4138317, + "ss_training_started_at": 1714928123.5812032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7fae3bda", "sshs_model_hash": "0854b1f4787e7f34ac4d64e94b950afb40464f86e5ff4862526140bbbe49d22d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/magic-v1e400_th-2.14_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/magic-v1e400_th-2.14_spn_ckpt1.00_size8.0.json index 2f839867d607fd3c1cd52c35f37b197132c85d80..f9978776cd677faff39ed70c5449ba10c699d1a4 100644 --- a/ponyxl_loras_shrunk/magic-v1e400_th-2.14_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/magic-v1e400_th-2.14_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "magic", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.06388058048153566 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_magic": { "img_count": 21, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -97,30 +97,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "3", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "21", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 3, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 21, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "magic", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "588639495", - "ss_session_id": "2498098476", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 588639495, + "ss_session_id": 2498098476, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_magic": { ". various shades of green dominate this realistic yet fantastical artwork; they paint a lush backdrop that contrasts and complements the mystical glow of the magical arrow.": 1, @@ -348,14 +348,14 @@ "wings": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714934102.4138315", - "ss_training_started_at": "1714928123.5812032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714934102.4138317, + "ss_training_started_at": 1714928123.5812032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7fae3bda", "sshs_model_hash": "0854b1f4787e7f34ac4d64e94b950afb40464f86e5ff4862526140bbbe49d22d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/magic-v1e400_th-2.27_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/magic-v1e400_th-2.27_spn_ckpt1.00_size12.0.json index 2f839867d607fd3c1cd52c35f37b197132c85d80..f9978776cd677faff39ed70c5449ba10c699d1a4 100644 --- a/ponyxl_loras_shrunk/magic-v1e400_th-2.27_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/magic-v1e400_th-2.27_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "magic", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.06388058048153566 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_magic": { "img_count": 21, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -97,30 +97,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "3", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "21", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 3, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 21, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "magic", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "588639495", - "ss_session_id": "2498098476", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 588639495, + "ss_session_id": 2498098476, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_magic": { ". various shades of green dominate this realistic yet fantastical artwork; they paint a lush backdrop that contrasts and complements the mystical glow of the magical arrow.": 1, @@ -348,14 +348,14 @@ "wings": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714934102.4138315", - "ss_training_started_at": "1714928123.5812032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714934102.4138317, + "ss_training_started_at": 1714928123.5812032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7fae3bda", "sshs_model_hash": "0854b1f4787e7f34ac4d64e94b950afb40464f86e5ff4862526140bbbe49d22d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/magic-v1e400_th-2.31_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/magic-v1e400_th-2.31_spn_ckpt1.00_size14.0.json index 2f839867d607fd3c1cd52c35f37b197132c85d80..f9978776cd677faff39ed70c5449ba10c699d1a4 100644 --- a/ponyxl_loras_shrunk/magic-v1e400_th-2.31_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/magic-v1e400_th-2.31_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "magic", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.06388058048153566 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_magic": { "img_count": 21, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -97,30 +97,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "3", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "21", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 3, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 21, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "magic", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "588639495", - "ss_session_id": "2498098476", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 588639495, + "ss_session_id": 2498098476, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_magic": { ". various shades of green dominate this realistic yet fantastical artwork; they paint a lush backdrop that contrasts and complements the mystical glow of the magical arrow.": 1, @@ -348,14 +348,14 @@ "wings": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714934102.4138315", - "ss_training_started_at": "1714928123.5812032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714934102.4138317, + "ss_training_started_at": 1714928123.5812032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7fae3bda", "sshs_model_hash": "0854b1f4787e7f34ac4d64e94b950afb40464f86e5ff4862526140bbbe49d22d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/magic-v1e400_th-2.35_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/magic-v1e400_th-2.35_spn_ckpt1.00_size16.0.json index 2f839867d607fd3c1cd52c35f37b197132c85d80..f9978776cd677faff39ed70c5449ba10c699d1a4 100644 --- a/ponyxl_loras_shrunk/magic-v1e400_th-2.35_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/magic-v1e400_th-2.35_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "magic", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.06388058048153566 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_magic": { "img_count": 21, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -97,30 +97,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "3", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "21", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 3, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 21, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "magic", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "588639495", - "ss_session_id": "2498098476", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 588639495, + "ss_session_id": 2498098476, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_magic": { ". various shades of green dominate this realistic yet fantastical artwork; they paint a lush backdrop that contrasts and complements the mystical glow of the magical arrow.": 1, @@ -348,14 +348,14 @@ "wings": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714934102.4138315", - "ss_training_started_at": "1714928123.5812032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714934102.4138317, + "ss_training_started_at": 1714928123.5812032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7fae3bda", "sshs_model_hash": "0854b1f4787e7f34ac4d64e94b950afb40464f86e5ff4862526140bbbe49d22d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/magic-v1e400_th-2.39_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/magic-v1e400_th-2.39_spn_ckpt1.00_size18.0.json index 2f839867d607fd3c1cd52c35f37b197132c85d80..f9978776cd677faff39ed70c5449ba10c699d1a4 100644 --- a/ponyxl_loras_shrunk/magic-v1e400_th-2.39_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/magic-v1e400_th-2.39_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "magic", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.06388058048153566 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_magic": { "img_count": 21, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -97,30 +97,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "3", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "21", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 3, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 21, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "magic", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "588639495", - "ss_session_id": "2498098476", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 588639495, + "ss_session_id": 2498098476, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_magic": { ". various shades of green dominate this realistic yet fantastical artwork; they paint a lush backdrop that contrasts and complements the mystical glow of the magical arrow.": 1, @@ -348,14 +348,14 @@ "wings": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714934102.4138315", - "ss_training_started_at": "1714928123.5812032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714934102.4138317, + "ss_training_started_at": 1714928123.5812032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7fae3bda", "sshs_model_hash": "0854b1f4787e7f34ac4d64e94b950afb40464f86e5ff4862526140bbbe49d22d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/magic-v1e400_th-2.43_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/magic-v1e400_th-2.43_spn_ckpt1.00_size20.0.json index 2f839867d607fd3c1cd52c35f37b197132c85d80..f9978776cd677faff39ed70c5449ba10c699d1a4 100644 --- a/ponyxl_loras_shrunk/magic-v1e400_th-2.43_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/magic-v1e400_th-2.43_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "magic", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.06388058048153566 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_magic": { "img_count": 21, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -97,30 +97,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "3", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "21", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 3, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 21, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "magic", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "588639495", - "ss_session_id": "2498098476", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 588639495, + "ss_session_id": 2498098476, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_magic": { ". various shades of green dominate this realistic yet fantastical artwork; they paint a lush backdrop that contrasts and complements the mystical glow of the magical arrow.": 1, @@ -348,14 +348,14 @@ "wings": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714934102.4138315", - "ss_training_started_at": "1714928123.5812032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714934102.4138317, + "ss_training_started_at": 1714928123.5812032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7fae3bda", "sshs_model_hash": "0854b1f4787e7f34ac4d64e94b950afb40464f86e5ff4862526140bbbe49d22d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/magic-v1e400_th-2.46_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/magic-v1e400_th-2.46_spn_ckpt1.00_size22.0.json index 2f839867d607fd3c1cd52c35f37b197132c85d80..f9978776cd677faff39ed70c5449ba10c699d1a4 100644 --- a/ponyxl_loras_shrunk/magic-v1e400_th-2.46_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/magic-v1e400_th-2.46_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "magic", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.06388058048153566 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_magic": { "img_count": 21, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -97,30 +97,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "3", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "21", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 3, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 21, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "magic", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "588639495", - "ss_session_id": "2498098476", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 588639495, + "ss_session_id": 2498098476, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_magic": { ". various shades of green dominate this realistic yet fantastical artwork; they paint a lush backdrop that contrasts and complements the mystical glow of the magical arrow.": 1, @@ -348,14 +348,14 @@ "wings": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714934102.4138315", - "ss_training_started_at": "1714928123.5812032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714934102.4138317, + "ss_training_started_at": 1714928123.5812032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7fae3bda", "sshs_model_hash": "0854b1f4787e7f34ac4d64e94b950afb40464f86e5ff4862526140bbbe49d22d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/magic-v1e400_th-2.50_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/magic-v1e400_th-2.50_spn_ckpt1.00_size24.0.json index 2f839867d607fd3c1cd52c35f37b197132c85d80..f9978776cd677faff39ed70c5449ba10c699d1a4 100644 --- a/ponyxl_loras_shrunk/magic-v1e400_th-2.50_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/magic-v1e400_th-2.50_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "magic", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.06388058048153566 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_magic": { "img_count": 21, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -97,30 +97,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "3", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "21", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 3, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 21, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "magic", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "588639495", - "ss_session_id": "2498098476", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 588639495, + "ss_session_id": 2498098476, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_magic": { ". various shades of green dominate this realistic yet fantastical artwork; they paint a lush backdrop that contrasts and complements the mystical glow of the magical arrow.": 1, @@ -348,14 +348,14 @@ "wings": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714934102.4138315", - "ss_training_started_at": "1714928123.5812032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714934102.4138317, + "ss_training_started_at": 1714928123.5812032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7fae3bda", "sshs_model_hash": "0854b1f4787e7f34ac4d64e94b950afb40464f86e5ff4862526140bbbe49d22d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/magic-v1e400_th-2.63_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/magic-v1e400_th-2.63_spn_ckpt1.00_size32.0.json index 2f839867d607fd3c1cd52c35f37b197132c85d80..f9978776cd677faff39ed70c5449ba10c699d1a4 100644 --- a/ponyxl_loras_shrunk/magic-v1e400_th-2.63_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/magic-v1e400_th-2.63_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "magic", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.06388058048153566 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_magic": { "img_count": 21, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -97,30 +97,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "3", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "21", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 3, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 21, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "magic", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "588639495", - "ss_session_id": "2498098476", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 588639495, + "ss_session_id": 2498098476, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_magic": { ". various shades of green dominate this realistic yet fantastical artwork; they paint a lush backdrop that contrasts and complements the mystical glow of the magical arrow.": 1, @@ -348,14 +348,14 @@ "wings": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714934102.4138315", - "ss_training_started_at": "1714928123.5812032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714934102.4138317, + "ss_training_started_at": 1714928123.5812032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7fae3bda", "sshs_model_hash": "0854b1f4787e7f34ac4d64e94b950afb40464f86e5ff4862526140bbbe49d22d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/magic-v1e400_th-2.84_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/magic-v1e400_th-2.84_fro_ckpt1.00_size4.0.json index 2f839867d607fd3c1cd52c35f37b197132c85d80..f9978776cd677faff39ed70c5449ba10c699d1a4 100644 --- a/ponyxl_loras_shrunk/magic-v1e400_th-2.84_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/magic-v1e400_th-2.84_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "magic", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.06388058048153566 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_magic": { "img_count": 21, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -97,30 +97,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "3", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "21", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 3, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 21, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "magic", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "588639495", - "ss_session_id": "2498098476", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 588639495, + "ss_session_id": 2498098476, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_magic": { ". various shades of green dominate this realistic yet fantastical artwork; they paint a lush backdrop that contrasts and complements the mystical glow of the magical arrow.": 1, @@ -348,14 +348,14 @@ "wings": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714934102.4138315", - "ss_training_started_at": "1714928123.5812032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714934102.4138317, + "ss_training_started_at": 1714928123.5812032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7fae3bda", "sshs_model_hash": "0854b1f4787e7f34ac4d64e94b950afb40464f86e5ff4862526140bbbe49d22d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/magic-v1e400_th-3.09_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/magic-v1e400_th-3.09_fro_ckpt1.00_size8.0.json index 2f839867d607fd3c1cd52c35f37b197132c85d80..f9978776cd677faff39ed70c5449ba10c699d1a4 100644 --- a/ponyxl_loras_shrunk/magic-v1e400_th-3.09_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/magic-v1e400_th-3.09_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "magic", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.06388058048153566 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_magic": { "img_count": 21, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -97,30 +97,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "3", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "21", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 3, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 21, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "magic", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "588639495", - "ss_session_id": "2498098476", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 588639495, + "ss_session_id": 2498098476, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_magic": { ". various shades of green dominate this realistic yet fantastical artwork; they paint a lush backdrop that contrasts and complements the mystical glow of the magical arrow.": 1, @@ -348,14 +348,14 @@ "wings": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714934102.4138315", - "ss_training_started_at": "1714928123.5812032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714934102.4138317, + "ss_training_started_at": 1714928123.5812032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7fae3bda", "sshs_model_hash": "0854b1f4787e7f34ac4d64e94b950afb40464f86e5ff4862526140bbbe49d22d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/magic-v1e400_th-3.22_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/magic-v1e400_th-3.22_fro_ckpt1.00_size12.0.json index 2f839867d607fd3c1cd52c35f37b197132c85d80..f9978776cd677faff39ed70c5449ba10c699d1a4 100644 --- a/ponyxl_loras_shrunk/magic-v1e400_th-3.22_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/magic-v1e400_th-3.22_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "magic", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.06388058048153566 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_magic": { "img_count": 21, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -97,30 +97,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "3", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "21", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 3, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 21, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "magic", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "588639495", - "ss_session_id": "2498098476", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 588639495, + "ss_session_id": 2498098476, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_magic": { ". various shades of green dominate this realistic yet fantastical artwork; they paint a lush backdrop that contrasts and complements the mystical glow of the magical arrow.": 1, @@ -348,14 +348,14 @@ "wings": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714934102.4138315", - "ss_training_started_at": "1714928123.5812032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714934102.4138317, + "ss_training_started_at": 1714928123.5812032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7fae3bda", "sshs_model_hash": "0854b1f4787e7f34ac4d64e94b950afb40464f86e5ff4862526140bbbe49d22d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/magic-v1e400_th-3.27_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/magic-v1e400_th-3.27_fro_ckpt1.00_size14.0.json index 2f839867d607fd3c1cd52c35f37b197132c85d80..f9978776cd677faff39ed70c5449ba10c699d1a4 100644 --- a/ponyxl_loras_shrunk/magic-v1e400_th-3.27_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/magic-v1e400_th-3.27_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "magic", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.06388058048153566 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_magic": { "img_count": 21, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -97,30 +97,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "3", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "21", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 3, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 21, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "magic", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "588639495", - "ss_session_id": "2498098476", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 588639495, + "ss_session_id": 2498098476, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_magic": { ". various shades of green dominate this realistic yet fantastical artwork; they paint a lush backdrop that contrasts and complements the mystical glow of the magical arrow.": 1, @@ -348,14 +348,14 @@ "wings": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714934102.4138315", - "ss_training_started_at": "1714928123.5812032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714934102.4138317, + "ss_training_started_at": 1714928123.5812032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7fae3bda", "sshs_model_hash": "0854b1f4787e7f34ac4d64e94b950afb40464f86e5ff4862526140bbbe49d22d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/magic-v1e400_th-3.31_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/magic-v1e400_th-3.31_fro_ckpt1.00_size16.0.json index 2f839867d607fd3c1cd52c35f37b197132c85d80..f9978776cd677faff39ed70c5449ba10c699d1a4 100644 --- a/ponyxl_loras_shrunk/magic-v1e400_th-3.31_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/magic-v1e400_th-3.31_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "magic", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.06388058048153566 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_magic": { "img_count": 21, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -97,30 +97,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "3", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "21", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 3, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 21, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "magic", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "588639495", - "ss_session_id": "2498098476", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 588639495, + "ss_session_id": 2498098476, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_magic": { ". various shades of green dominate this realistic yet fantastical artwork; they paint a lush backdrop that contrasts and complements the mystical glow of the magical arrow.": 1, @@ -348,14 +348,14 @@ "wings": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714934102.4138315", - "ss_training_started_at": "1714928123.5812032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714934102.4138317, + "ss_training_started_at": 1714928123.5812032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7fae3bda", "sshs_model_hash": "0854b1f4787e7f34ac4d64e94b950afb40464f86e5ff4862526140bbbe49d22d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/magic-v1e400_th-3.34_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/magic-v1e400_th-3.34_fro_ckpt1.00_size18.0.json index 2f839867d607fd3c1cd52c35f37b197132c85d80..f9978776cd677faff39ed70c5449ba10c699d1a4 100644 --- a/ponyxl_loras_shrunk/magic-v1e400_th-3.34_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/magic-v1e400_th-3.34_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "magic", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.06388058048153566 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_magic": { "img_count": 21, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -97,30 +97,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "3", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "21", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 3, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 21, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "magic", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "588639495", - "ss_session_id": "2498098476", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 588639495, + "ss_session_id": 2498098476, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_magic": { ". various shades of green dominate this realistic yet fantastical artwork; they paint a lush backdrop that contrasts and complements the mystical glow of the magical arrow.": 1, @@ -348,14 +348,14 @@ "wings": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714934102.4138315", - "ss_training_started_at": "1714928123.5812032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714934102.4138317, + "ss_training_started_at": 1714928123.5812032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7fae3bda", "sshs_model_hash": "0854b1f4787e7f34ac4d64e94b950afb40464f86e5ff4862526140bbbe49d22d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/magic-v1e400_th-3.37_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/magic-v1e400_th-3.37_fro_ckpt1.00_size20.0.json index 2f839867d607fd3c1cd52c35f37b197132c85d80..f9978776cd677faff39ed70c5449ba10c699d1a4 100644 --- a/ponyxl_loras_shrunk/magic-v1e400_th-3.37_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/magic-v1e400_th-3.37_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "magic", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.06388058048153566 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_magic": { "img_count": 21, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -97,30 +97,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "3", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "21", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 3, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 21, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "magic", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "588639495", - "ss_session_id": "2498098476", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 588639495, + "ss_session_id": 2498098476, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_magic": { ". various shades of green dominate this realistic yet fantastical artwork; they paint a lush backdrop that contrasts and complements the mystical glow of the magical arrow.": 1, @@ -348,14 +348,14 @@ "wings": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714934102.4138315", - "ss_training_started_at": "1714928123.5812032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714934102.4138317, + "ss_training_started_at": 1714928123.5812032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7fae3bda", "sshs_model_hash": "0854b1f4787e7f34ac4d64e94b950afb40464f86e5ff4862526140bbbe49d22d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/magic-v1e400_th-3.40_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/magic-v1e400_th-3.40_fro_ckpt1.00_size22.0.json index 2f839867d607fd3c1cd52c35f37b197132c85d80..f9978776cd677faff39ed70c5449ba10c699d1a4 100644 --- a/ponyxl_loras_shrunk/magic-v1e400_th-3.40_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/magic-v1e400_th-3.40_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "magic", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.06388058048153566 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_magic": { "img_count": 21, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -97,30 +97,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "3", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "21", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 3, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 21, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "magic", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "588639495", - "ss_session_id": "2498098476", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 588639495, + "ss_session_id": 2498098476, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_magic": { ". various shades of green dominate this realistic yet fantastical artwork; they paint a lush backdrop that contrasts and complements the mystical glow of the magical arrow.": 1, @@ -348,14 +348,14 @@ "wings": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714934102.4138315", - "ss_training_started_at": "1714928123.5812032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714934102.4138317, + "ss_training_started_at": 1714928123.5812032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7fae3bda", "sshs_model_hash": "0854b1f4787e7f34ac4d64e94b950afb40464f86e5ff4862526140bbbe49d22d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/magic-v1e400_th-3.43_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/magic-v1e400_th-3.43_fro_ckpt1.00_size24.0.json index 2f839867d607fd3c1cd52c35f37b197132c85d80..f9978776cd677faff39ed70c5449ba10c699d1a4 100644 --- a/ponyxl_loras_shrunk/magic-v1e400_th-3.43_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/magic-v1e400_th-3.43_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "magic", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.06388058048153566 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_magic": { "img_count": 21, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -97,30 +97,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "3", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "21", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 3, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 21, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "magic", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "588639495", - "ss_session_id": "2498098476", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 588639495, + "ss_session_id": 2498098476, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_magic": { ". various shades of green dominate this realistic yet fantastical artwork; they paint a lush backdrop that contrasts and complements the mystical glow of the magical arrow.": 1, @@ -348,14 +348,14 @@ "wings": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714934102.4138315", - "ss_training_started_at": "1714928123.5812032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714934102.4138317, + "ss_training_started_at": 1714928123.5812032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7fae3bda", "sshs_model_hash": "0854b1f4787e7f34ac4d64e94b950afb40464f86e5ff4862526140bbbe49d22d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/magic-v1e400_th-3.54_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/magic-v1e400_th-3.54_fro_ckpt1.00_size32.0.json index 2f839867d607fd3c1cd52c35f37b197132c85d80..f9978776cd677faff39ed70c5449ba10c699d1a4 100644 --- a/ponyxl_loras_shrunk/magic-v1e400_th-3.54_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/magic-v1e400_th-3.54_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "magic", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -42,47 +42,47 @@ }, "mean_img_ar_error": 0.06388058048153566 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_magic": { "img_count": 21, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -97,30 +97,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "3", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "21", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 3, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 21, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "magic", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "588639495", - "ss_session_id": "2498098476", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 588639495, + "ss_session_id": 2498098476, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_magic": { ". various shades of green dominate this realistic yet fantastical artwork; they paint a lush backdrop that contrasts and complements the mystical glow of the magical arrow.": 1, @@ -348,14 +348,14 @@ "wings": 4 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714934102.4138315", - "ss_training_started_at": "1714928123.5812032", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714934102.4138317, + "ss_training_started_at": 1714928123.5812032, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "7fae3bda", "sshs_model_hash": "0854b1f4787e7f34ac4d64e94b950afb40464f86e5ff4862526140bbbe49d22d" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/maliketh-v1e1_th-0.89_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/maliketh-v1e1_th-0.89_spn_lora0.50_spn_ckpt0.50_size4.0.json index 11a0772f9a1384a22ec40ff19d26fc0ab8eed1df..c0bbb4e4d78383b05c1e0d5e856a05e7e14f5924 100644 --- a/ponyxl_loras_shrunk/maliketh-v1e1_th-0.89_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/maliketh-v1e1_th-0.89_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.00896947911315748 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "998_maliketh": { "img_count": 25, "n_repeats": 998 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "261", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 261, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3121", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "24950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3121, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 24950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3180091927", - "ss_session_id": "2339355398", - "ss_shuffle_caption": "False", - "ss_steps": "261", + "ss_seed": 3180091927, + "ss_session_id": 2339355398, + "ss_shuffle_caption": false, + "ss_steps": 261, "ss_tag_frequency": { "998_maliketh": { "1boy": 20, @@ -362,14 +362,14 @@ "yaoi": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1706916927.6210492", - "ss_training_started_at": "1706894469.0428126", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1706916927.6210492, + "ss_training_started_at": 1706894469.0428126, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a5f6f788", "sshs_model_hash": "ba61b3e3787895b3b91ba145d93dfc0ab8ec8af14fb8dc6d85482bda4daa8557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/maliketh-v1e1_th-1.07_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/maliketh-v1e1_th-1.07_spn_lora0.50_spn_ckpt0.50_size8.0.json index 11a0772f9a1384a22ec40ff19d26fc0ab8eed1df..c0bbb4e4d78383b05c1e0d5e856a05e7e14f5924 100644 --- a/ponyxl_loras_shrunk/maliketh-v1e1_th-1.07_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/maliketh-v1e1_th-1.07_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.00896947911315748 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "998_maliketh": { "img_count": 25, "n_repeats": 998 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "261", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 261, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3121", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "24950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3121, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 24950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3180091927", - "ss_session_id": "2339355398", - "ss_shuffle_caption": "False", - "ss_steps": "261", + "ss_seed": 3180091927, + "ss_session_id": 2339355398, + "ss_shuffle_caption": false, + "ss_steps": 261, "ss_tag_frequency": { "998_maliketh": { "1boy": 20, @@ -362,14 +362,14 @@ "yaoi": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1706916927.6210492", - "ss_training_started_at": "1706894469.0428126", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1706916927.6210492, + "ss_training_started_at": 1706894469.0428126, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a5f6f788", "sshs_model_hash": "ba61b3e3787895b3b91ba145d93dfc0ab8ec8af14fb8dc6d85482bda4daa8557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/maliketh-v1e1_th-1.17_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/maliketh-v1e1_th-1.17_spn_lora0.50_spn_ckpt0.50_size12.0.json index 11a0772f9a1384a22ec40ff19d26fc0ab8eed1df..c0bbb4e4d78383b05c1e0d5e856a05e7e14f5924 100644 --- a/ponyxl_loras_shrunk/maliketh-v1e1_th-1.17_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/maliketh-v1e1_th-1.17_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.00896947911315748 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "998_maliketh": { "img_count": 25, "n_repeats": 998 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "261", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 261, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3121", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "24950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3121, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 24950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3180091927", - "ss_session_id": "2339355398", - "ss_shuffle_caption": "False", - "ss_steps": "261", + "ss_seed": 3180091927, + "ss_session_id": 2339355398, + "ss_shuffle_caption": false, + "ss_steps": 261, "ss_tag_frequency": { "998_maliketh": { "1boy": 20, @@ -362,14 +362,14 @@ "yaoi": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1706916927.6210492", - "ss_training_started_at": "1706894469.0428126", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1706916927.6210492, + "ss_training_started_at": 1706894469.0428126, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a5f6f788", "sshs_model_hash": "ba61b3e3787895b3b91ba145d93dfc0ab8ec8af14fb8dc6d85482bda4daa8557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/maliketh-v1e1_th-1.35_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/maliketh-v1e1_th-1.35_spn_lora0.50_spn_ckpt0.50_size24.0.json index 11a0772f9a1384a22ec40ff19d26fc0ab8eed1df..c0bbb4e4d78383b05c1e0d5e856a05e7e14f5924 100644 --- a/ponyxl_loras_shrunk/maliketh-v1e1_th-1.35_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/maliketh-v1e1_th-1.35_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.00896947911315748 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "998_maliketh": { "img_count": 25, "n_repeats": 998 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "261", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 261, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3121", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "24950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3121, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 24950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3180091927", - "ss_session_id": "2339355398", - "ss_shuffle_caption": "False", - "ss_steps": "261", + "ss_seed": 3180091927, + "ss_session_id": 2339355398, + "ss_shuffle_caption": false, + "ss_steps": 261, "ss_tag_frequency": { "998_maliketh": { "1boy": 20, @@ -362,14 +362,14 @@ "yaoi": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1706916927.6210492", - "ss_training_started_at": "1706894469.0428126", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1706916927.6210492, + "ss_training_started_at": 1706894469.0428126, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a5f6f788", "sshs_model_hash": "ba61b3e3787895b3b91ba145d93dfc0ab8ec8af14fb8dc6d85482bda4daa8557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/maliketh-v1e1_th-1.46_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/maliketh-v1e1_th-1.46_spn_lora0.50_spn_ckpt0.50_size32.0.json index 11a0772f9a1384a22ec40ff19d26fc0ab8eed1df..c0bbb4e4d78383b05c1e0d5e856a05e7e14f5924 100644 --- a/ponyxl_loras_shrunk/maliketh-v1e1_th-1.46_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/maliketh-v1e1_th-1.46_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.00896947911315748 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "998_maliketh": { "img_count": 25, "n_repeats": 998 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "261", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 261, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3121", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "24950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3121, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 24950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3180091927", - "ss_session_id": "2339355398", - "ss_shuffle_caption": "False", - "ss_steps": "261", + "ss_seed": 3180091927, + "ss_session_id": 2339355398, + "ss_shuffle_caption": false, + "ss_steps": 261, "ss_tag_frequency": { "998_maliketh": { "1boy": 20, @@ -362,14 +362,14 @@ "yaoi": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1706916927.6210492", - "ss_training_started_at": "1706894469.0428126", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1706916927.6210492, + "ss_training_started_at": 1706894469.0428126, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a5f6f788", "sshs_model_hash": "ba61b3e3787895b3b91ba145d93dfc0ab8ec8af14fb8dc6d85482bda4daa8557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/maliketh-v1e1_th-1.71_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/maliketh-v1e1_th-1.71_spn_ckpt1.00_size4.0.json index 11a0772f9a1384a22ec40ff19d26fc0ab8eed1df..c0bbb4e4d78383b05c1e0d5e856a05e7e14f5924 100644 --- a/ponyxl_loras_shrunk/maliketh-v1e1_th-1.71_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/maliketh-v1e1_th-1.71_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.00896947911315748 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "998_maliketh": { "img_count": 25, "n_repeats": 998 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "261", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 261, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3121", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "24950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3121, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 24950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3180091927", - "ss_session_id": "2339355398", - "ss_shuffle_caption": "False", - "ss_steps": "261", + "ss_seed": 3180091927, + "ss_session_id": 2339355398, + "ss_shuffle_caption": false, + "ss_steps": 261, "ss_tag_frequency": { "998_maliketh": { "1boy": 20, @@ -362,14 +362,14 @@ "yaoi": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1706916927.6210492", - "ss_training_started_at": "1706894469.0428126", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1706916927.6210492, + "ss_training_started_at": 1706894469.0428126, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a5f6f788", "sshs_model_hash": "ba61b3e3787895b3b91ba145d93dfc0ab8ec8af14fb8dc6d85482bda4daa8557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/maliketh-v1e1_th-1.90_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/maliketh-v1e1_th-1.90_spn_ckpt1.00_size8.0.json index 11a0772f9a1384a22ec40ff19d26fc0ab8eed1df..c0bbb4e4d78383b05c1e0d5e856a05e7e14f5924 100644 --- a/ponyxl_loras_shrunk/maliketh-v1e1_th-1.90_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/maliketh-v1e1_th-1.90_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.00896947911315748 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "998_maliketh": { "img_count": 25, "n_repeats": 998 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "261", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 261, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3121", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "24950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3121, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 24950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3180091927", - "ss_session_id": "2339355398", - "ss_shuffle_caption": "False", - "ss_steps": "261", + "ss_seed": 3180091927, + "ss_session_id": 2339355398, + "ss_shuffle_caption": false, + "ss_steps": 261, "ss_tag_frequency": { "998_maliketh": { "1boy": 20, @@ -362,14 +362,14 @@ "yaoi": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1706916927.6210492", - "ss_training_started_at": "1706894469.0428126", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1706916927.6210492, + "ss_training_started_at": 1706894469.0428126, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a5f6f788", "sshs_model_hash": "ba61b3e3787895b3b91ba145d93dfc0ab8ec8af14fb8dc6d85482bda4daa8557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/maliketh-v1e1_th-2.02_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/maliketh-v1e1_th-2.02_spn_ckpt1.00_size12.0.json index 11a0772f9a1384a22ec40ff19d26fc0ab8eed1df..c0bbb4e4d78383b05c1e0d5e856a05e7e14f5924 100644 --- a/ponyxl_loras_shrunk/maliketh-v1e1_th-2.02_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/maliketh-v1e1_th-2.02_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.00896947911315748 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "998_maliketh": { "img_count": 25, "n_repeats": 998 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "261", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 261, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3121", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "24950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3121, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 24950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3180091927", - "ss_session_id": "2339355398", - "ss_shuffle_caption": "False", - "ss_steps": "261", + "ss_seed": 3180091927, + "ss_session_id": 2339355398, + "ss_shuffle_caption": false, + "ss_steps": 261, "ss_tag_frequency": { "998_maliketh": { "1boy": 20, @@ -362,14 +362,14 @@ "yaoi": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1706916927.6210492", - "ss_training_started_at": "1706894469.0428126", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1706916927.6210492, + "ss_training_started_at": 1706894469.0428126, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a5f6f788", "sshs_model_hash": "ba61b3e3787895b3b91ba145d93dfc0ab8ec8af14fb8dc6d85482bda4daa8557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/maliketh-v1e1_th-2.07_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/maliketh-v1e1_th-2.07_spn_ckpt1.00_size14.0.json index 11a0772f9a1384a22ec40ff19d26fc0ab8eed1df..c0bbb4e4d78383b05c1e0d5e856a05e7e14f5924 100644 --- a/ponyxl_loras_shrunk/maliketh-v1e1_th-2.07_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/maliketh-v1e1_th-2.07_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.00896947911315748 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "998_maliketh": { "img_count": 25, "n_repeats": 998 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "261", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 261, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3121", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "24950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3121, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 24950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3180091927", - "ss_session_id": "2339355398", - "ss_shuffle_caption": "False", - "ss_steps": "261", + "ss_seed": 3180091927, + "ss_session_id": 2339355398, + "ss_shuffle_caption": false, + "ss_steps": 261, "ss_tag_frequency": { "998_maliketh": { "1boy": 20, @@ -362,14 +362,14 @@ "yaoi": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1706916927.6210492", - "ss_training_started_at": "1706894469.0428126", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1706916927.6210492, + "ss_training_started_at": 1706894469.0428126, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a5f6f788", "sshs_model_hash": "ba61b3e3787895b3b91ba145d93dfc0ab8ec8af14fb8dc6d85482bda4daa8557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/maliketh-v1e1_th-2.10_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/maliketh-v1e1_th-2.10_spn_ckpt1.00_size16.0.json index 11a0772f9a1384a22ec40ff19d26fc0ab8eed1df..c0bbb4e4d78383b05c1e0d5e856a05e7e14f5924 100644 --- a/ponyxl_loras_shrunk/maliketh-v1e1_th-2.10_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/maliketh-v1e1_th-2.10_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.00896947911315748 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "998_maliketh": { "img_count": 25, "n_repeats": 998 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "261", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 261, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3121", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "24950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3121, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 24950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3180091927", - "ss_session_id": "2339355398", - "ss_shuffle_caption": "False", - "ss_steps": "261", + "ss_seed": 3180091927, + "ss_session_id": 2339355398, + "ss_shuffle_caption": false, + "ss_steps": 261, "ss_tag_frequency": { "998_maliketh": { "1boy": 20, @@ -362,14 +362,14 @@ "yaoi": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1706916927.6210492", - "ss_training_started_at": "1706894469.0428126", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1706916927.6210492, + "ss_training_started_at": 1706894469.0428126, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a5f6f788", "sshs_model_hash": "ba61b3e3787895b3b91ba145d93dfc0ab8ec8af14fb8dc6d85482bda4daa8557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/maliketh-v1e1_th-2.14_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/maliketh-v1e1_th-2.14_spn_ckpt1.00_size18.0.json index 11a0772f9a1384a22ec40ff19d26fc0ab8eed1df..c0bbb4e4d78383b05c1e0d5e856a05e7e14f5924 100644 --- a/ponyxl_loras_shrunk/maliketh-v1e1_th-2.14_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/maliketh-v1e1_th-2.14_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.00896947911315748 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "998_maliketh": { "img_count": 25, "n_repeats": 998 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "261", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 261, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3121", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "24950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3121, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 24950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3180091927", - "ss_session_id": "2339355398", - "ss_shuffle_caption": "False", - "ss_steps": "261", + "ss_seed": 3180091927, + "ss_session_id": 2339355398, + "ss_shuffle_caption": false, + "ss_steps": 261, "ss_tag_frequency": { "998_maliketh": { "1boy": 20, @@ -362,14 +362,14 @@ "yaoi": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1706916927.6210492", - "ss_training_started_at": "1706894469.0428126", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1706916927.6210492, + "ss_training_started_at": 1706894469.0428126, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a5f6f788", "sshs_model_hash": "ba61b3e3787895b3b91ba145d93dfc0ab8ec8af14fb8dc6d85482bda4daa8557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/maliketh-v1e1_th-2.17_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/maliketh-v1e1_th-2.17_spn_ckpt1.00_size20.0.json index 11a0772f9a1384a22ec40ff19d26fc0ab8eed1df..c0bbb4e4d78383b05c1e0d5e856a05e7e14f5924 100644 --- a/ponyxl_loras_shrunk/maliketh-v1e1_th-2.17_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/maliketh-v1e1_th-2.17_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.00896947911315748 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "998_maliketh": { "img_count": 25, "n_repeats": 998 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "261", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 261, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3121", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "24950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3121, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 24950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3180091927", - "ss_session_id": "2339355398", - "ss_shuffle_caption": "False", - "ss_steps": "261", + "ss_seed": 3180091927, + "ss_session_id": 2339355398, + "ss_shuffle_caption": false, + "ss_steps": 261, "ss_tag_frequency": { "998_maliketh": { "1boy": 20, @@ -362,14 +362,14 @@ "yaoi": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1706916927.6210492", - "ss_training_started_at": "1706894469.0428126", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1706916927.6210492, + "ss_training_started_at": 1706894469.0428126, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a5f6f788", "sshs_model_hash": "ba61b3e3787895b3b91ba145d93dfc0ab8ec8af14fb8dc6d85482bda4daa8557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/maliketh-v1e1_th-2.20_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/maliketh-v1e1_th-2.20_spn_ckpt1.00_size22.0.json index 11a0772f9a1384a22ec40ff19d26fc0ab8eed1df..c0bbb4e4d78383b05c1e0d5e856a05e7e14f5924 100644 --- a/ponyxl_loras_shrunk/maliketh-v1e1_th-2.20_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/maliketh-v1e1_th-2.20_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.00896947911315748 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "998_maliketh": { "img_count": 25, "n_repeats": 998 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "261", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 261, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3121", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "24950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3121, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 24950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3180091927", - "ss_session_id": "2339355398", - "ss_shuffle_caption": "False", - "ss_steps": "261", + "ss_seed": 3180091927, + "ss_session_id": 2339355398, + "ss_shuffle_caption": false, + "ss_steps": 261, "ss_tag_frequency": { "998_maliketh": { "1boy": 20, @@ -362,14 +362,14 @@ "yaoi": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1706916927.6210492", - "ss_training_started_at": "1706894469.0428126", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1706916927.6210492, + "ss_training_started_at": 1706894469.0428126, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a5f6f788", "sshs_model_hash": "ba61b3e3787895b3b91ba145d93dfc0ab8ec8af14fb8dc6d85482bda4daa8557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/maliketh-v1e1_th-2.24_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/maliketh-v1e1_th-2.24_spn_ckpt1.00_size24.0.json index 11a0772f9a1384a22ec40ff19d26fc0ab8eed1df..c0bbb4e4d78383b05c1e0d5e856a05e7e14f5924 100644 --- a/ponyxl_loras_shrunk/maliketh-v1e1_th-2.24_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/maliketh-v1e1_th-2.24_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.00896947911315748 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "998_maliketh": { "img_count": 25, "n_repeats": 998 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "261", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 261, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3121", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "24950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3121, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 24950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3180091927", - "ss_session_id": "2339355398", - "ss_shuffle_caption": "False", - "ss_steps": "261", + "ss_seed": 3180091927, + "ss_session_id": 2339355398, + "ss_shuffle_caption": false, + "ss_steps": 261, "ss_tag_frequency": { "998_maliketh": { "1boy": 20, @@ -362,14 +362,14 @@ "yaoi": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1706916927.6210492", - "ss_training_started_at": "1706894469.0428126", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1706916927.6210492, + "ss_training_started_at": 1706894469.0428126, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a5f6f788", "sshs_model_hash": "ba61b3e3787895b3b91ba145d93dfc0ab8ec8af14fb8dc6d85482bda4daa8557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/maliketh-v1e1_th-2.38_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/maliketh-v1e1_th-2.38_spn_ckpt1.00_size32.0.json index 11a0772f9a1384a22ec40ff19d26fc0ab8eed1df..c0bbb4e4d78383b05c1e0d5e856a05e7e14f5924 100644 --- a/ponyxl_loras_shrunk/maliketh-v1e1_th-2.38_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/maliketh-v1e1_th-2.38_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.00896947911315748 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "998_maliketh": { "img_count": 25, "n_repeats": 998 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "261", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 261, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3121", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "24950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3121, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 24950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3180091927", - "ss_session_id": "2339355398", - "ss_shuffle_caption": "False", - "ss_steps": "261", + "ss_seed": 3180091927, + "ss_session_id": 2339355398, + "ss_shuffle_caption": false, + "ss_steps": 261, "ss_tag_frequency": { "998_maliketh": { "1boy": 20, @@ -362,14 +362,14 @@ "yaoi": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1706916927.6210492", - "ss_training_started_at": "1706894469.0428126", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1706916927.6210492, + "ss_training_started_at": 1706894469.0428126, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a5f6f788", "sshs_model_hash": "ba61b3e3787895b3b91ba145d93dfc0ab8ec8af14fb8dc6d85482bda4daa8557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/maliketh-v1e1_th-2.63_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/maliketh-v1e1_th-2.63_fro_ckpt1.00_size4.0.json index 11a0772f9a1384a22ec40ff19d26fc0ab8eed1df..c0bbb4e4d78383b05c1e0d5e856a05e7e14f5924 100644 --- a/ponyxl_loras_shrunk/maliketh-v1e1_th-2.63_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/maliketh-v1e1_th-2.63_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.00896947911315748 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "998_maliketh": { "img_count": 25, "n_repeats": 998 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "261", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 261, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3121", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "24950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3121, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 24950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3180091927", - "ss_session_id": "2339355398", - "ss_shuffle_caption": "False", - "ss_steps": "261", + "ss_seed": 3180091927, + "ss_session_id": 2339355398, + "ss_shuffle_caption": false, + "ss_steps": 261, "ss_tag_frequency": { "998_maliketh": { "1boy": 20, @@ -362,14 +362,14 @@ "yaoi": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1706916927.6210492", - "ss_training_started_at": "1706894469.0428126", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1706916927.6210492, + "ss_training_started_at": 1706894469.0428126, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a5f6f788", "sshs_model_hash": "ba61b3e3787895b3b91ba145d93dfc0ab8ec8af14fb8dc6d85482bda4daa8557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/maliketh-v1e1_th-2.85_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/maliketh-v1e1_th-2.85_fro_ckpt1.00_size8.0.json index 11a0772f9a1384a22ec40ff19d26fc0ab8eed1df..c0bbb4e4d78383b05c1e0d5e856a05e7e14f5924 100644 --- a/ponyxl_loras_shrunk/maliketh-v1e1_th-2.85_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/maliketh-v1e1_th-2.85_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.00896947911315748 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "998_maliketh": { "img_count": 25, "n_repeats": 998 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "261", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 261, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3121", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "24950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3121, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 24950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3180091927", - "ss_session_id": "2339355398", - "ss_shuffle_caption": "False", - "ss_steps": "261", + "ss_seed": 3180091927, + "ss_session_id": 2339355398, + "ss_shuffle_caption": false, + "ss_steps": 261, "ss_tag_frequency": { "998_maliketh": { "1boy": 20, @@ -362,14 +362,14 @@ "yaoi": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1706916927.6210492", - "ss_training_started_at": "1706894469.0428126", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1706916927.6210492, + "ss_training_started_at": 1706894469.0428126, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a5f6f788", "sshs_model_hash": "ba61b3e3787895b3b91ba145d93dfc0ab8ec8af14fb8dc6d85482bda4daa8557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/maliketh-v1e1_th-2.98_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/maliketh-v1e1_th-2.98_fro_ckpt1.00_size12.0.json index 11a0772f9a1384a22ec40ff19d26fc0ab8eed1df..c0bbb4e4d78383b05c1e0d5e856a05e7e14f5924 100644 --- a/ponyxl_loras_shrunk/maliketh-v1e1_th-2.98_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/maliketh-v1e1_th-2.98_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.00896947911315748 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "998_maliketh": { "img_count": 25, "n_repeats": 998 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "261", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 261, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3121", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "24950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3121, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 24950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3180091927", - "ss_session_id": "2339355398", - "ss_shuffle_caption": "False", - "ss_steps": "261", + "ss_seed": 3180091927, + "ss_session_id": 2339355398, + "ss_shuffle_caption": false, + "ss_steps": 261, "ss_tag_frequency": { "998_maliketh": { "1boy": 20, @@ -362,14 +362,14 @@ "yaoi": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1706916927.6210492", - "ss_training_started_at": "1706894469.0428126", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1706916927.6210492, + "ss_training_started_at": 1706894469.0428126, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a5f6f788", "sshs_model_hash": "ba61b3e3787895b3b91ba145d93dfc0ab8ec8af14fb8dc6d85482bda4daa8557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/maliketh-v1e1_th-3.02_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/maliketh-v1e1_th-3.02_fro_ckpt1.00_size14.0.json index 11a0772f9a1384a22ec40ff19d26fc0ab8eed1df..c0bbb4e4d78383b05c1e0d5e856a05e7e14f5924 100644 --- a/ponyxl_loras_shrunk/maliketh-v1e1_th-3.02_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/maliketh-v1e1_th-3.02_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.00896947911315748 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "998_maliketh": { "img_count": 25, "n_repeats": 998 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "261", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 261, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3121", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "24950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3121, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 24950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3180091927", - "ss_session_id": "2339355398", - "ss_shuffle_caption": "False", - "ss_steps": "261", + "ss_seed": 3180091927, + "ss_session_id": 2339355398, + "ss_shuffle_caption": false, + "ss_steps": 261, "ss_tag_frequency": { "998_maliketh": { "1boy": 20, @@ -362,14 +362,14 @@ "yaoi": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1706916927.6210492", - "ss_training_started_at": "1706894469.0428126", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1706916927.6210492, + "ss_training_started_at": 1706894469.0428126, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a5f6f788", "sshs_model_hash": "ba61b3e3787895b3b91ba145d93dfc0ab8ec8af14fb8dc6d85482bda4daa8557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/maliketh-v1e1_th-3.06_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/maliketh-v1e1_th-3.06_fro_ckpt1.00_size16.0.json index 11a0772f9a1384a22ec40ff19d26fc0ab8eed1df..c0bbb4e4d78383b05c1e0d5e856a05e7e14f5924 100644 --- a/ponyxl_loras_shrunk/maliketh-v1e1_th-3.06_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/maliketh-v1e1_th-3.06_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.00896947911315748 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "998_maliketh": { "img_count": 25, "n_repeats": 998 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "261", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 261, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3121", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "24950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3121, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 24950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3180091927", - "ss_session_id": "2339355398", - "ss_shuffle_caption": "False", - "ss_steps": "261", + "ss_seed": 3180091927, + "ss_session_id": 2339355398, + "ss_shuffle_caption": false, + "ss_steps": 261, "ss_tag_frequency": { "998_maliketh": { "1boy": 20, @@ -362,14 +362,14 @@ "yaoi": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1706916927.6210492", - "ss_training_started_at": "1706894469.0428126", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1706916927.6210492, + "ss_training_started_at": 1706894469.0428126, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a5f6f788", "sshs_model_hash": "ba61b3e3787895b3b91ba145d93dfc0ab8ec8af14fb8dc6d85482bda4daa8557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/maliketh-v1e1_th-3.09_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/maliketh-v1e1_th-3.09_fro_ckpt1.00_size18.0.json index 11a0772f9a1384a22ec40ff19d26fc0ab8eed1df..c0bbb4e4d78383b05c1e0d5e856a05e7e14f5924 100644 --- a/ponyxl_loras_shrunk/maliketh-v1e1_th-3.09_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/maliketh-v1e1_th-3.09_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.00896947911315748 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "998_maliketh": { "img_count": 25, "n_repeats": 998 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "261", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 261, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3121", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "24950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3121, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 24950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3180091927", - "ss_session_id": "2339355398", - "ss_shuffle_caption": "False", - "ss_steps": "261", + "ss_seed": 3180091927, + "ss_session_id": 2339355398, + "ss_shuffle_caption": false, + "ss_steps": 261, "ss_tag_frequency": { "998_maliketh": { "1boy": 20, @@ -362,14 +362,14 @@ "yaoi": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1706916927.6210492", - "ss_training_started_at": "1706894469.0428126", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1706916927.6210492, + "ss_training_started_at": 1706894469.0428126, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a5f6f788", "sshs_model_hash": "ba61b3e3787895b3b91ba145d93dfc0ab8ec8af14fb8dc6d85482bda4daa8557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/maliketh-v1e1_th-3.12_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/maliketh-v1e1_th-3.12_fro_ckpt1.00_size20.0.json index 11a0772f9a1384a22ec40ff19d26fc0ab8eed1df..c0bbb4e4d78383b05c1e0d5e856a05e7e14f5924 100644 --- a/ponyxl_loras_shrunk/maliketh-v1e1_th-3.12_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/maliketh-v1e1_th-3.12_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.00896947911315748 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "998_maliketh": { "img_count": 25, "n_repeats": 998 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "261", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 261, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3121", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "24950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3121, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 24950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3180091927", - "ss_session_id": "2339355398", - "ss_shuffle_caption": "False", - "ss_steps": "261", + "ss_seed": 3180091927, + "ss_session_id": 2339355398, + "ss_shuffle_caption": false, + "ss_steps": 261, "ss_tag_frequency": { "998_maliketh": { "1boy": 20, @@ -362,14 +362,14 @@ "yaoi": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1706916927.6210492", - "ss_training_started_at": "1706894469.0428126", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1706916927.6210492, + "ss_training_started_at": 1706894469.0428126, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a5f6f788", "sshs_model_hash": "ba61b3e3787895b3b91ba145d93dfc0ab8ec8af14fb8dc6d85482bda4daa8557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/maliketh-v1e1_th-3.15_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/maliketh-v1e1_th-3.15_fro_ckpt1.00_size22.0.json index 11a0772f9a1384a22ec40ff19d26fc0ab8eed1df..c0bbb4e4d78383b05c1e0d5e856a05e7e14f5924 100644 --- a/ponyxl_loras_shrunk/maliketh-v1e1_th-3.15_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/maliketh-v1e1_th-3.15_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.00896947911315748 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "998_maliketh": { "img_count": 25, "n_repeats": 998 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "261", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 261, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3121", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "24950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3121, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 24950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3180091927", - "ss_session_id": "2339355398", - "ss_shuffle_caption": "False", - "ss_steps": "261", + "ss_seed": 3180091927, + "ss_session_id": 2339355398, + "ss_shuffle_caption": false, + "ss_steps": 261, "ss_tag_frequency": { "998_maliketh": { "1boy": 20, @@ -362,14 +362,14 @@ "yaoi": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1706916927.6210492", - "ss_training_started_at": "1706894469.0428126", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1706916927.6210492, + "ss_training_started_at": 1706894469.0428126, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a5f6f788", "sshs_model_hash": "ba61b3e3787895b3b91ba145d93dfc0ab8ec8af14fb8dc6d85482bda4daa8557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/maliketh-v1e1_th-3.17_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/maliketh-v1e1_th-3.17_fro_ckpt1.00_size24.0.json index 11a0772f9a1384a22ec40ff19d26fc0ab8eed1df..c0bbb4e4d78383b05c1e0d5e856a05e7e14f5924 100644 --- a/ponyxl_loras_shrunk/maliketh-v1e1_th-3.17_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/maliketh-v1e1_th-3.17_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.00896947911315748 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "998_maliketh": { "img_count": 25, "n_repeats": 998 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "261", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 261, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3121", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "24950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3121, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 24950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3180091927", - "ss_session_id": "2339355398", - "ss_shuffle_caption": "False", - "ss_steps": "261", + "ss_seed": 3180091927, + "ss_session_id": 2339355398, + "ss_shuffle_caption": false, + "ss_steps": 261, "ss_tag_frequency": { "998_maliketh": { "1boy": 20, @@ -362,14 +362,14 @@ "yaoi": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1706916927.6210492", - "ss_training_started_at": "1706894469.0428126", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1706916927.6210492, + "ss_training_started_at": 1706894469.0428126, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a5f6f788", "sshs_model_hash": "ba61b3e3787895b3b91ba145d93dfc0ab8ec8af14fb8dc6d85482bda4daa8557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/maliketh-v1e1_th-3.28_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/maliketh-v1e1_th-3.28_fro_ckpt1.00_size32.0.json index 11a0772f9a1384a22ec40ff19d26fc0ab8eed1df..c0bbb4e4d78383b05c1e0d5e856a05e7e14f5924 100644 --- a/ponyxl_loras_shrunk/maliketh-v1e1_th-3.28_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/maliketh-v1e1_th-3.28_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.00896947911315748 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "998_maliketh": { "img_count": 25, "n_repeats": 998 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "1", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 1, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "261", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 261, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "3121", - "ss_num_epochs": "1", - "ss_num_reg_images": "0", - "ss_num_train_images": "24950", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 3121, + "ss_num_epochs": 1, + "ss_num_reg_images": 0, + "ss_num_train_images": 24950, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "3180091927", - "ss_session_id": "2339355398", - "ss_shuffle_caption": "False", - "ss_steps": "261", + "ss_seed": 3180091927, + "ss_session_id": 2339355398, + "ss_shuffle_caption": false, + "ss_steps": 261, "ss_tag_frequency": { "998_maliketh": { "1boy": 20, @@ -362,14 +362,14 @@ "yaoi": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1706916927.6210492", - "ss_training_started_at": "1706894469.0428126", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1706916927.6210492, + "ss_training_started_at": 1706894469.0428126, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "a5f6f788", "sshs_model_hash": "ba61b3e3787895b3b91ba145d93dfc0ab8ec8af14fb8dc6d85482bda4daa8557" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/martlet-v1e200_th-0.99_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/martlet-v1e200_th-0.99_spn_lora0.50_spn_ckpt0.50_size4.0.json index eef17a6290418ba2ff155e3ba0b05565258a3aef..61bafa7d84e1808e431ef6d4f27f10db6597cd50 100644 --- a/ponyxl_loras_shrunk/martlet-v1e200_th-0.99_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/martlet-v1e200_th-0.99_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,43 +175,43 @@ }, "mean_img_ar_error": 0.007774372023758106 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_martlet_(undertale yellow)": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -227,29 +227,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1893797672", - "ss_session_id": "2053170983", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1893797672, + "ss_session_id": 2053170983, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_martlet_(undertale yellow)": { "2016": 1, @@ -630,14 +630,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709143532.1351314", - "ss_training_started_at": "1709131927.5744042", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709143532.1351314, + "ss_training_started_at": 1709131927.5744042, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3a90a172", "sshs_model_hash": "95e5161fc193e953413d99b51fd531f4fefa885e4f85b8593e32a4db82ed6df0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/martlet-v1e200_th-1.16_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/martlet-v1e200_th-1.16_spn_lora0.50_spn_ckpt0.50_size8.0.json index eef17a6290418ba2ff155e3ba0b05565258a3aef..61bafa7d84e1808e431ef6d4f27f10db6597cd50 100644 --- a/ponyxl_loras_shrunk/martlet-v1e200_th-1.16_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/martlet-v1e200_th-1.16_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,43 +175,43 @@ }, "mean_img_ar_error": 0.007774372023758106 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_martlet_(undertale yellow)": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -227,29 +227,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1893797672", - "ss_session_id": "2053170983", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1893797672, + "ss_session_id": 2053170983, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_martlet_(undertale yellow)": { "2016": 1, @@ -630,14 +630,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709143532.1351314", - "ss_training_started_at": "1709131927.5744042", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709143532.1351314, + "ss_training_started_at": 1709131927.5744042, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3a90a172", "sshs_model_hash": "95e5161fc193e953413d99b51fd531f4fefa885e4f85b8593e32a4db82ed6df0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/martlet-v1e200_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/martlet-v1e200_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json index eef17a6290418ba2ff155e3ba0b05565258a3aef..61bafa7d84e1808e431ef6d4f27f10db6597cd50 100644 --- a/ponyxl_loras_shrunk/martlet-v1e200_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/martlet-v1e200_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,43 +175,43 @@ }, "mean_img_ar_error": 0.007774372023758106 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_martlet_(undertale yellow)": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -227,29 +227,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1893797672", - "ss_session_id": "2053170983", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1893797672, + "ss_session_id": 2053170983, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_martlet_(undertale yellow)": { "2016": 1, @@ -630,14 +630,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709143532.1351314", - "ss_training_started_at": "1709131927.5744042", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709143532.1351314, + "ss_training_started_at": 1709131927.5744042, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3a90a172", "sshs_model_hash": "95e5161fc193e953413d99b51fd531f4fefa885e4f85b8593e32a4db82ed6df0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/martlet-v1e200_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/martlet-v1e200_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json index eef17a6290418ba2ff155e3ba0b05565258a3aef..61bafa7d84e1808e431ef6d4f27f10db6597cd50 100644 --- a/ponyxl_loras_shrunk/martlet-v1e200_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/martlet-v1e200_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,43 +175,43 @@ }, "mean_img_ar_error": 0.007774372023758106 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_martlet_(undertale yellow)": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -227,29 +227,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1893797672", - "ss_session_id": "2053170983", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1893797672, + "ss_session_id": 2053170983, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_martlet_(undertale yellow)": { "2016": 1, @@ -630,14 +630,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709143532.1351314", - "ss_training_started_at": "1709131927.5744042", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709143532.1351314, + "ss_training_started_at": 1709131927.5744042, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3a90a172", "sshs_model_hash": "95e5161fc193e953413d99b51fd531f4fefa885e4f85b8593e32a4db82ed6df0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/martlet-v1e200_th-1.56_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/martlet-v1e200_th-1.56_spn_lora0.50_spn_ckpt0.50_size32.0.json index eef17a6290418ba2ff155e3ba0b05565258a3aef..61bafa7d84e1808e431ef6d4f27f10db6597cd50 100644 --- a/ponyxl_loras_shrunk/martlet-v1e200_th-1.56_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/martlet-v1e200_th-1.56_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,43 +175,43 @@ }, "mean_img_ar_error": 0.007774372023758106 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_martlet_(undertale yellow)": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -227,29 +227,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1893797672", - "ss_session_id": "2053170983", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1893797672, + "ss_session_id": 2053170983, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_martlet_(undertale yellow)": { "2016": 1, @@ -630,14 +630,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709143532.1351314", - "ss_training_started_at": "1709131927.5744042", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709143532.1351314, + "ss_training_started_at": 1709131927.5744042, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3a90a172", "sshs_model_hash": "95e5161fc193e953413d99b51fd531f4fefa885e4f85b8593e32a4db82ed6df0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/martlet-v1e200_th-1.86_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/martlet-v1e200_th-1.86_spn_ckpt1.00_size4.0.json index eef17a6290418ba2ff155e3ba0b05565258a3aef..61bafa7d84e1808e431ef6d4f27f10db6597cd50 100644 --- a/ponyxl_loras_shrunk/martlet-v1e200_th-1.86_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/martlet-v1e200_th-1.86_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,43 +175,43 @@ }, "mean_img_ar_error": 0.007774372023758106 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_martlet_(undertale yellow)": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -227,29 +227,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1893797672", - "ss_session_id": "2053170983", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1893797672, + "ss_session_id": 2053170983, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_martlet_(undertale yellow)": { "2016": 1, @@ -630,14 +630,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709143532.1351314", - "ss_training_started_at": "1709131927.5744042", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709143532.1351314, + "ss_training_started_at": 1709131927.5744042, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3a90a172", "sshs_model_hash": "95e5161fc193e953413d99b51fd531f4fefa885e4f85b8593e32a4db82ed6df0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/martlet-v1e200_th-2.07_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/martlet-v1e200_th-2.07_spn_ckpt1.00_size8.0.json index eef17a6290418ba2ff155e3ba0b05565258a3aef..61bafa7d84e1808e431ef6d4f27f10db6597cd50 100644 --- a/ponyxl_loras_shrunk/martlet-v1e200_th-2.07_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/martlet-v1e200_th-2.07_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,43 +175,43 @@ }, "mean_img_ar_error": 0.007774372023758106 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_martlet_(undertale yellow)": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -227,29 +227,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1893797672", - "ss_session_id": "2053170983", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1893797672, + "ss_session_id": 2053170983, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_martlet_(undertale yellow)": { "2016": 1, @@ -630,14 +630,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709143532.1351314", - "ss_training_started_at": "1709131927.5744042", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709143532.1351314, + "ss_training_started_at": 1709131927.5744042, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3a90a172", "sshs_model_hash": "95e5161fc193e953413d99b51fd531f4fefa885e4f85b8593e32a4db82ed6df0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/martlet-v1e200_th-2.18_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/martlet-v1e200_th-2.18_spn_ckpt1.00_size12.0.json index eef17a6290418ba2ff155e3ba0b05565258a3aef..61bafa7d84e1808e431ef6d4f27f10db6597cd50 100644 --- a/ponyxl_loras_shrunk/martlet-v1e200_th-2.18_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/martlet-v1e200_th-2.18_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,43 +175,43 @@ }, "mean_img_ar_error": 0.007774372023758106 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_martlet_(undertale yellow)": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -227,29 +227,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1893797672", - "ss_session_id": "2053170983", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1893797672, + "ss_session_id": 2053170983, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_martlet_(undertale yellow)": { "2016": 1, @@ -630,14 +630,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709143532.1351314", - "ss_training_started_at": "1709131927.5744042", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709143532.1351314, + "ss_training_started_at": 1709131927.5744042, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3a90a172", "sshs_model_hash": "95e5161fc193e953413d99b51fd531f4fefa885e4f85b8593e32a4db82ed6df0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/martlet-v1e200_th-2.22_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/martlet-v1e200_th-2.22_spn_ckpt1.00_size14.0.json index eef17a6290418ba2ff155e3ba0b05565258a3aef..61bafa7d84e1808e431ef6d4f27f10db6597cd50 100644 --- a/ponyxl_loras_shrunk/martlet-v1e200_th-2.22_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/martlet-v1e200_th-2.22_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,43 +175,43 @@ }, "mean_img_ar_error": 0.007774372023758106 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_martlet_(undertale yellow)": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -227,29 +227,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1893797672", - "ss_session_id": "2053170983", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1893797672, + "ss_session_id": 2053170983, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_martlet_(undertale yellow)": { "2016": 1, @@ -630,14 +630,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709143532.1351314", - "ss_training_started_at": "1709131927.5744042", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709143532.1351314, + "ss_training_started_at": 1709131927.5744042, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3a90a172", "sshs_model_hash": "95e5161fc193e953413d99b51fd531f4fefa885e4f85b8593e32a4db82ed6df0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/martlet-v1e200_th-2.26_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/martlet-v1e200_th-2.26_spn_ckpt1.00_size16.0.json index eef17a6290418ba2ff155e3ba0b05565258a3aef..61bafa7d84e1808e431ef6d4f27f10db6597cd50 100644 --- a/ponyxl_loras_shrunk/martlet-v1e200_th-2.26_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/martlet-v1e200_th-2.26_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,43 +175,43 @@ }, "mean_img_ar_error": 0.007774372023758106 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_martlet_(undertale yellow)": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -227,29 +227,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1893797672", - "ss_session_id": "2053170983", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1893797672, + "ss_session_id": 2053170983, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_martlet_(undertale yellow)": { "2016": 1, @@ -630,14 +630,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709143532.1351314", - "ss_training_started_at": "1709131927.5744042", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709143532.1351314, + "ss_training_started_at": 1709131927.5744042, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3a90a172", "sshs_model_hash": "95e5161fc193e953413d99b51fd531f4fefa885e4f85b8593e32a4db82ed6df0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/martlet-v1e200_th-2.29_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/martlet-v1e200_th-2.29_spn_ckpt1.00_size18.0.json index eef17a6290418ba2ff155e3ba0b05565258a3aef..61bafa7d84e1808e431ef6d4f27f10db6597cd50 100644 --- a/ponyxl_loras_shrunk/martlet-v1e200_th-2.29_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/martlet-v1e200_th-2.29_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,43 +175,43 @@ }, "mean_img_ar_error": 0.007774372023758106 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_martlet_(undertale yellow)": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -227,29 +227,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1893797672", - "ss_session_id": "2053170983", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1893797672, + "ss_session_id": 2053170983, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_martlet_(undertale yellow)": { "2016": 1, @@ -630,14 +630,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709143532.1351314", - "ss_training_started_at": "1709131927.5744042", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709143532.1351314, + "ss_training_started_at": 1709131927.5744042, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3a90a172", "sshs_model_hash": "95e5161fc193e953413d99b51fd531f4fefa885e4f85b8593e32a4db82ed6df0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/martlet-v1e200_th-2.32_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/martlet-v1e200_th-2.32_spn_ckpt1.00_size20.0.json index eef17a6290418ba2ff155e3ba0b05565258a3aef..61bafa7d84e1808e431ef6d4f27f10db6597cd50 100644 --- a/ponyxl_loras_shrunk/martlet-v1e200_th-2.32_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/martlet-v1e200_th-2.32_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,43 +175,43 @@ }, "mean_img_ar_error": 0.007774372023758106 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_martlet_(undertale yellow)": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -227,29 +227,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1893797672", - "ss_session_id": "2053170983", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1893797672, + "ss_session_id": 2053170983, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_martlet_(undertale yellow)": { "2016": 1, @@ -630,14 +630,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709143532.1351314", - "ss_training_started_at": "1709131927.5744042", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709143532.1351314, + "ss_training_started_at": 1709131927.5744042, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3a90a172", "sshs_model_hash": "95e5161fc193e953413d99b51fd531f4fefa885e4f85b8593e32a4db82ed6df0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/martlet-v1e200_th-2.35_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/martlet-v1e200_th-2.35_spn_ckpt1.00_size22.0.json index eef17a6290418ba2ff155e3ba0b05565258a3aef..61bafa7d84e1808e431ef6d4f27f10db6597cd50 100644 --- a/ponyxl_loras_shrunk/martlet-v1e200_th-2.35_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/martlet-v1e200_th-2.35_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,43 +175,43 @@ }, "mean_img_ar_error": 0.007774372023758106 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_martlet_(undertale yellow)": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -227,29 +227,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1893797672", - "ss_session_id": "2053170983", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1893797672, + "ss_session_id": 2053170983, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_martlet_(undertale yellow)": { "2016": 1, @@ -630,14 +630,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709143532.1351314", - "ss_training_started_at": "1709131927.5744042", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709143532.1351314, + "ss_training_started_at": 1709131927.5744042, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3a90a172", "sshs_model_hash": "95e5161fc193e953413d99b51fd531f4fefa885e4f85b8593e32a4db82ed6df0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/martlet-v1e200_th-2.39_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/martlet-v1e200_th-2.39_spn_ckpt1.00_size24.0.json index eef17a6290418ba2ff155e3ba0b05565258a3aef..61bafa7d84e1808e431ef6d4f27f10db6597cd50 100644 --- a/ponyxl_loras_shrunk/martlet-v1e200_th-2.39_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/martlet-v1e200_th-2.39_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,43 +175,43 @@ }, "mean_img_ar_error": 0.007774372023758106 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_martlet_(undertale yellow)": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -227,29 +227,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1893797672", - "ss_session_id": "2053170983", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1893797672, + "ss_session_id": 2053170983, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_martlet_(undertale yellow)": { "2016": 1, @@ -630,14 +630,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709143532.1351314", - "ss_training_started_at": "1709131927.5744042", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709143532.1351314, + "ss_training_started_at": 1709131927.5744042, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3a90a172", "sshs_model_hash": "95e5161fc193e953413d99b51fd531f4fefa885e4f85b8593e32a4db82ed6df0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/martlet-v1e200_th-2.53_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/martlet-v1e200_th-2.53_spn_ckpt1.00_size32.0.json index eef17a6290418ba2ff155e3ba0b05565258a3aef..61bafa7d84e1808e431ef6d4f27f10db6597cd50 100644 --- a/ponyxl_loras_shrunk/martlet-v1e200_th-2.53_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/martlet-v1e200_th-2.53_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,43 +175,43 @@ }, "mean_img_ar_error": 0.007774372023758106 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_martlet_(undertale yellow)": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -227,29 +227,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1893797672", - "ss_session_id": "2053170983", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1893797672, + "ss_session_id": 2053170983, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_martlet_(undertale yellow)": { "2016": 1, @@ -630,14 +630,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709143532.1351314", - "ss_training_started_at": "1709131927.5744042", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709143532.1351314, + "ss_training_started_at": 1709131927.5744042, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3a90a172", "sshs_model_hash": "95e5161fc193e953413d99b51fd531f4fefa885e4f85b8593e32a4db82ed6df0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/martlet-v1e200_th-2.77_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/martlet-v1e200_th-2.77_fro_ckpt1.00_size4.0.json index eef17a6290418ba2ff155e3ba0b05565258a3aef..61bafa7d84e1808e431ef6d4f27f10db6597cd50 100644 --- a/ponyxl_loras_shrunk/martlet-v1e200_th-2.77_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/martlet-v1e200_th-2.77_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,43 +175,43 @@ }, "mean_img_ar_error": 0.007774372023758106 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_martlet_(undertale yellow)": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -227,29 +227,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1893797672", - "ss_session_id": "2053170983", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1893797672, + "ss_session_id": 2053170983, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_martlet_(undertale yellow)": { "2016": 1, @@ -630,14 +630,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709143532.1351314", - "ss_training_started_at": "1709131927.5744042", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709143532.1351314, + "ss_training_started_at": 1709131927.5744042, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3a90a172", "sshs_model_hash": "95e5161fc193e953413d99b51fd531f4fefa885e4f85b8593e32a4db82ed6df0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/martlet-v1e200_th-3.01_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/martlet-v1e200_th-3.01_fro_ckpt1.00_size8.0.json index eef17a6290418ba2ff155e3ba0b05565258a3aef..61bafa7d84e1808e431ef6d4f27f10db6597cd50 100644 --- a/ponyxl_loras_shrunk/martlet-v1e200_th-3.01_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/martlet-v1e200_th-3.01_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,43 +175,43 @@ }, "mean_img_ar_error": 0.007774372023758106 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_martlet_(undertale yellow)": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -227,29 +227,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1893797672", - "ss_session_id": "2053170983", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1893797672, + "ss_session_id": 2053170983, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_martlet_(undertale yellow)": { "2016": 1, @@ -630,14 +630,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709143532.1351314", - "ss_training_started_at": "1709131927.5744042", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709143532.1351314, + "ss_training_started_at": 1709131927.5744042, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3a90a172", "sshs_model_hash": "95e5161fc193e953413d99b51fd531f4fefa885e4f85b8593e32a4db82ed6df0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/martlet-v1e200_th-3.13_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/martlet-v1e200_th-3.13_fro_ckpt1.00_size12.0.json index eef17a6290418ba2ff155e3ba0b05565258a3aef..61bafa7d84e1808e431ef6d4f27f10db6597cd50 100644 --- a/ponyxl_loras_shrunk/martlet-v1e200_th-3.13_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/martlet-v1e200_th-3.13_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,43 +175,43 @@ }, "mean_img_ar_error": 0.007774372023758106 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_martlet_(undertale yellow)": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -227,29 +227,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1893797672", - "ss_session_id": "2053170983", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1893797672, + "ss_session_id": 2053170983, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_martlet_(undertale yellow)": { "2016": 1, @@ -630,14 +630,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709143532.1351314", - "ss_training_started_at": "1709131927.5744042", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709143532.1351314, + "ss_training_started_at": 1709131927.5744042, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3a90a172", "sshs_model_hash": "95e5161fc193e953413d99b51fd531f4fefa885e4f85b8593e32a4db82ed6df0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/martlet-v1e200_th-3.17_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/martlet-v1e200_th-3.17_fro_ckpt1.00_size14.0.json index eef17a6290418ba2ff155e3ba0b05565258a3aef..61bafa7d84e1808e431ef6d4f27f10db6597cd50 100644 --- a/ponyxl_loras_shrunk/martlet-v1e200_th-3.17_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/martlet-v1e200_th-3.17_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,43 +175,43 @@ }, "mean_img_ar_error": 0.007774372023758106 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_martlet_(undertale yellow)": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -227,29 +227,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1893797672", - "ss_session_id": "2053170983", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1893797672, + "ss_session_id": 2053170983, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_martlet_(undertale yellow)": { "2016": 1, @@ -630,14 +630,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709143532.1351314", - "ss_training_started_at": "1709131927.5744042", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709143532.1351314, + "ss_training_started_at": 1709131927.5744042, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3a90a172", "sshs_model_hash": "95e5161fc193e953413d99b51fd531f4fefa885e4f85b8593e32a4db82ed6df0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/martlet-v1e200_th-3.21_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/martlet-v1e200_th-3.21_fro_ckpt1.00_size16.0.json index eef17a6290418ba2ff155e3ba0b05565258a3aef..61bafa7d84e1808e431ef6d4f27f10db6597cd50 100644 --- a/ponyxl_loras_shrunk/martlet-v1e200_th-3.21_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/martlet-v1e200_th-3.21_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,43 +175,43 @@ }, "mean_img_ar_error": 0.007774372023758106 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_martlet_(undertale yellow)": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -227,29 +227,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1893797672", - "ss_session_id": "2053170983", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1893797672, + "ss_session_id": 2053170983, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_martlet_(undertale yellow)": { "2016": 1, @@ -630,14 +630,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709143532.1351314", - "ss_training_started_at": "1709131927.5744042", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709143532.1351314, + "ss_training_started_at": 1709131927.5744042, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3a90a172", "sshs_model_hash": "95e5161fc193e953413d99b51fd531f4fefa885e4f85b8593e32a4db82ed6df0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/martlet-v1e200_th-3.24_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/martlet-v1e200_th-3.24_fro_ckpt1.00_size18.0.json index eef17a6290418ba2ff155e3ba0b05565258a3aef..61bafa7d84e1808e431ef6d4f27f10db6597cd50 100644 --- a/ponyxl_loras_shrunk/martlet-v1e200_th-3.24_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/martlet-v1e200_th-3.24_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,43 +175,43 @@ }, "mean_img_ar_error": 0.007774372023758106 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_martlet_(undertale yellow)": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -227,29 +227,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1893797672", - "ss_session_id": "2053170983", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1893797672, + "ss_session_id": 2053170983, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_martlet_(undertale yellow)": { "2016": 1, @@ -630,14 +630,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709143532.1351314", - "ss_training_started_at": "1709131927.5744042", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709143532.1351314, + "ss_training_started_at": 1709131927.5744042, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3a90a172", "sshs_model_hash": "95e5161fc193e953413d99b51fd531f4fefa885e4f85b8593e32a4db82ed6df0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/martlet-v1e200_th-3.27_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/martlet-v1e200_th-3.27_fro_ckpt1.00_size20.0.json index eef17a6290418ba2ff155e3ba0b05565258a3aef..61bafa7d84e1808e431ef6d4f27f10db6597cd50 100644 --- a/ponyxl_loras_shrunk/martlet-v1e200_th-3.27_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/martlet-v1e200_th-3.27_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,43 +175,43 @@ }, "mean_img_ar_error": 0.007774372023758106 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_martlet_(undertale yellow)": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -227,29 +227,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1893797672", - "ss_session_id": "2053170983", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1893797672, + "ss_session_id": 2053170983, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_martlet_(undertale yellow)": { "2016": 1, @@ -630,14 +630,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709143532.1351314", - "ss_training_started_at": "1709131927.5744042", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709143532.1351314, + "ss_training_started_at": 1709131927.5744042, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3a90a172", "sshs_model_hash": "95e5161fc193e953413d99b51fd531f4fefa885e4f85b8593e32a4db82ed6df0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/martlet-v1e200_th-3.29_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/martlet-v1e200_th-3.29_fro_ckpt1.00_size22.0.json index eef17a6290418ba2ff155e3ba0b05565258a3aef..61bafa7d84e1808e431ef6d4f27f10db6597cd50 100644 --- a/ponyxl_loras_shrunk/martlet-v1e200_th-3.29_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/martlet-v1e200_th-3.29_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,43 +175,43 @@ }, "mean_img_ar_error": 0.007774372023758106 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_martlet_(undertale yellow)": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -227,29 +227,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1893797672", - "ss_session_id": "2053170983", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1893797672, + "ss_session_id": 2053170983, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_martlet_(undertale yellow)": { "2016": 1, @@ -630,14 +630,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709143532.1351314", - "ss_training_started_at": "1709131927.5744042", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709143532.1351314, + "ss_training_started_at": 1709131927.5744042, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3a90a172", "sshs_model_hash": "95e5161fc193e953413d99b51fd531f4fefa885e4f85b8593e32a4db82ed6df0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/martlet-v1e200_th-3.32_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/martlet-v1e200_th-3.32_fro_ckpt1.00_size24.0.json index eef17a6290418ba2ff155e3ba0b05565258a3aef..61bafa7d84e1808e431ef6d4f27f10db6597cd50 100644 --- a/ponyxl_loras_shrunk/martlet-v1e200_th-3.32_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/martlet-v1e200_th-3.32_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,43 +175,43 @@ }, "mean_img_ar_error": 0.007774372023758106 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_martlet_(undertale yellow)": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -227,29 +227,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1893797672", - "ss_session_id": "2053170983", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1893797672, + "ss_session_id": 2053170983, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_martlet_(undertale yellow)": { "2016": 1, @@ -630,14 +630,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709143532.1351314", - "ss_training_started_at": "1709131927.5744042", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709143532.1351314, + "ss_training_started_at": 1709131927.5744042, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3a90a172", "sshs_model_hash": "95e5161fc193e953413d99b51fd531f4fefa885e4f85b8593e32a4db82ed6df0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/martlet-v1e200_th-3.42_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/martlet-v1e200_th-3.42_fro_ckpt1.00_size32.0.json index eef17a6290418ba2ff155e3ba0b05565258a3aef..61bafa7d84e1808e431ef6d4f27f10db6597cd50 100644 --- a/ponyxl_loras_shrunk/martlet-v1e200_th-3.42_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/martlet-v1e200_th-3.42_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -175,43 +175,43 @@ }, "mean_img_ar_error": 0.007774372023758106 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_martlet_(undertale yellow)": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -227,29 +227,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "13", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 13, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5d77bf409ff6a238aa2da94cf7910f97b8f1f1e9", - "ss_seed": "1893797672", - "ss_session_id": "2053170983", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1893797672, + "ss_session_id": 2053170983, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_martlet_(undertale yellow)": { "2016": 1, @@ -630,14 +630,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709143532.1351314", - "ss_training_started_at": "1709131927.5744042", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709143532.1351314, + "ss_training_started_at": 1709131927.5744042, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3a90a172", "sshs_model_hash": "95e5161fc193e953413d99b51fd531f4fefa885e4f85b8593e32a4db82ed6df0" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-0.91_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-0.91_spn_lora0.50_spn_ckpt0.50_size4.0.json index aa96edcdf77d4939081b04dd89d1968f2479560b..527735557c000707c24bfff0d289daf1176ae430 100644 --- a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-0.91_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-0.91_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "noneuclidean", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -133,47 +133,47 @@ }, "mean_img_ar_error": 0.02968442872484681 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_non-euclidean_sex": { "img_count": 202, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -189,30 +189,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "18", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "202", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 18, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 202, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "noneuclidean", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3626582912", - "ss_session_id": "681617037", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3626582912, + "ss_session_id": 681617037, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_non-euclidean_sex": { "1 missing limb": 1, @@ -2958,14 +2958,14 @@ "zyneru \\(character\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713879175.7759302", - "ss_training_started_at": "1713860199.9038384", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713879175.7759302, + "ss_training_started_at": 1713860199.9038384, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "f662e770", "sshs_model_hash": "98657d93396b343a248417b41c361e67d38ad897d9604393b1adb25141ceafed" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-1.21_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-1.21_spn_lora0.50_spn_ckpt0.50_size8.0.json index aa96edcdf77d4939081b04dd89d1968f2479560b..527735557c000707c24bfff0d289daf1176ae430 100644 --- a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-1.21_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-1.21_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "noneuclidean", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -133,47 +133,47 @@ }, "mean_img_ar_error": 0.02968442872484681 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_non-euclidean_sex": { "img_count": 202, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -189,30 +189,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "18", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "202", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 18, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 202, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "noneuclidean", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3626582912", - "ss_session_id": "681617037", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3626582912, + "ss_session_id": 681617037, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_non-euclidean_sex": { "1 missing limb": 1, @@ -2958,14 +2958,14 @@ "zyneru \\(character\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713879175.7759302", - "ss_training_started_at": "1713860199.9038384", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713879175.7759302, + "ss_training_started_at": 1713860199.9038384, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "f662e770", "sshs_model_hash": "98657d93396b343a248417b41c361e67d38ad897d9604393b1adb25141ceafed" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-1.33_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-1.33_spn_lora0.50_spn_ckpt0.50_size12.0.json index aa96edcdf77d4939081b04dd89d1968f2479560b..527735557c000707c24bfff0d289daf1176ae430 100644 --- a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-1.33_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-1.33_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "noneuclidean", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -133,47 +133,47 @@ }, "mean_img_ar_error": 0.02968442872484681 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_non-euclidean_sex": { "img_count": 202, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -189,30 +189,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "18", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "202", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 18, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 202, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "noneuclidean", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3626582912", - "ss_session_id": "681617037", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3626582912, + "ss_session_id": 681617037, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_non-euclidean_sex": { "1 missing limb": 1, @@ -2958,14 +2958,14 @@ "zyneru \\(character\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713879175.7759302", - "ss_training_started_at": "1713860199.9038384", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713879175.7759302, + "ss_training_started_at": 1713860199.9038384, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "f662e770", "sshs_model_hash": "98657d93396b343a248417b41c361e67d38ad897d9604393b1adb25141ceafed" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-1.51_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-1.51_spn_lora0.50_spn_ckpt0.50_size24.0.json index aa96edcdf77d4939081b04dd89d1968f2479560b..527735557c000707c24bfff0d289daf1176ae430 100644 --- a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-1.51_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-1.51_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "noneuclidean", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -133,47 +133,47 @@ }, "mean_img_ar_error": 0.02968442872484681 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_non-euclidean_sex": { "img_count": 202, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -189,30 +189,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "18", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "202", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 18, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 202, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "noneuclidean", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3626582912", - "ss_session_id": "681617037", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3626582912, + "ss_session_id": 681617037, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_non-euclidean_sex": { "1 missing limb": 1, @@ -2958,14 +2958,14 @@ "zyneru \\(character\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713879175.7759302", - "ss_training_started_at": "1713860199.9038384", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713879175.7759302, + "ss_training_started_at": 1713860199.9038384, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "f662e770", "sshs_model_hash": "98657d93396b343a248417b41c361e67d38ad897d9604393b1adb25141ceafed" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-1.62_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-1.62_spn_lora0.50_spn_ckpt0.50_size32.0.json index aa96edcdf77d4939081b04dd89d1968f2479560b..527735557c000707c24bfff0d289daf1176ae430 100644 --- a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-1.62_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-1.62_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "noneuclidean", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -133,47 +133,47 @@ }, "mean_img_ar_error": 0.02968442872484681 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_non-euclidean_sex": { "img_count": 202, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -189,30 +189,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "18", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "202", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 18, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 202, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "noneuclidean", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3626582912", - "ss_session_id": "681617037", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3626582912, + "ss_session_id": 681617037, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_non-euclidean_sex": { "1 missing limb": 1, @@ -2958,14 +2958,14 @@ "zyneru \\(character\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713879175.7759302", - "ss_training_started_at": "1713860199.9038384", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713879175.7759302, + "ss_training_started_at": 1713860199.9038384, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "f662e770", "sshs_model_hash": "98657d93396b343a248417b41c361e67d38ad897d9604393b1adb25141ceafed" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-1.78_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-1.78_spn_ckpt1.00_size4.0.json index aa96edcdf77d4939081b04dd89d1968f2479560b..527735557c000707c24bfff0d289daf1176ae430 100644 --- a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-1.78_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-1.78_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "noneuclidean", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -133,47 +133,47 @@ }, "mean_img_ar_error": 0.02968442872484681 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_non-euclidean_sex": { "img_count": 202, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -189,30 +189,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "18", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "202", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 18, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 202, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "noneuclidean", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3626582912", - "ss_session_id": "681617037", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3626582912, + "ss_session_id": 681617037, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_non-euclidean_sex": { "1 missing limb": 1, @@ -2958,14 +2958,14 @@ "zyneru \\(character\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713879175.7759302", - "ss_training_started_at": "1713860199.9038384", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713879175.7759302, + "ss_training_started_at": 1713860199.9038384, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "f662e770", "sshs_model_hash": "98657d93396b343a248417b41c361e67d38ad897d9604393b1adb25141ceafed" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.07_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.07_spn_ckpt1.00_size8.0.json index aa96edcdf77d4939081b04dd89d1968f2479560b..527735557c000707c24bfff0d289daf1176ae430 100644 --- a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.07_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.07_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "noneuclidean", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -133,47 +133,47 @@ }, "mean_img_ar_error": 0.02968442872484681 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_non-euclidean_sex": { "img_count": 202, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -189,30 +189,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "18", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "202", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 18, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 202, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "noneuclidean", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3626582912", - "ss_session_id": "681617037", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3626582912, + "ss_session_id": 681617037, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_non-euclidean_sex": { "1 missing limb": 1, @@ -2958,14 +2958,14 @@ "zyneru \\(character\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713879175.7759302", - "ss_training_started_at": "1713860199.9038384", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713879175.7759302, + "ss_training_started_at": 1713860199.9038384, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "f662e770", "sshs_model_hash": "98657d93396b343a248417b41c361e67d38ad897d9604393b1adb25141ceafed" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.20_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.20_spn_ckpt1.00_size12.0.json index aa96edcdf77d4939081b04dd89d1968f2479560b..527735557c000707c24bfff0d289daf1176ae430 100644 --- a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.20_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.20_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "noneuclidean", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -133,47 +133,47 @@ }, "mean_img_ar_error": 0.02968442872484681 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_non-euclidean_sex": { "img_count": 202, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -189,30 +189,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "18", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "202", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 18, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 202, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "noneuclidean", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3626582912", - "ss_session_id": "681617037", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3626582912, + "ss_session_id": 681617037, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_non-euclidean_sex": { "1 missing limb": 1, @@ -2958,14 +2958,14 @@ "zyneru \\(character\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713879175.7759302", - "ss_training_started_at": "1713860199.9038384", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713879175.7759302, + "ss_training_started_at": 1713860199.9038384, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "f662e770", "sshs_model_hash": "98657d93396b343a248417b41c361e67d38ad897d9604393b1adb25141ceafed" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.24_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.24_spn_ckpt1.00_size14.0.json index aa96edcdf77d4939081b04dd89d1968f2479560b..527735557c000707c24bfff0d289daf1176ae430 100644 --- a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.24_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.24_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "noneuclidean", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -133,47 +133,47 @@ }, "mean_img_ar_error": 0.02968442872484681 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_non-euclidean_sex": { "img_count": 202, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -189,30 +189,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "18", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "202", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 18, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 202, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "noneuclidean", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3626582912", - "ss_session_id": "681617037", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3626582912, + "ss_session_id": 681617037, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_non-euclidean_sex": { "1 missing limb": 1, @@ -2958,14 +2958,14 @@ "zyneru \\(character\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713879175.7759302", - "ss_training_started_at": "1713860199.9038384", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713879175.7759302, + "ss_training_started_at": 1713860199.9038384, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "f662e770", "sshs_model_hash": "98657d93396b343a248417b41c361e67d38ad897d9604393b1adb25141ceafed" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.27_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.27_spn_ckpt1.00_size16.0.json index aa96edcdf77d4939081b04dd89d1968f2479560b..527735557c000707c24bfff0d289daf1176ae430 100644 --- a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.27_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.27_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "noneuclidean", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -133,47 +133,47 @@ }, "mean_img_ar_error": 0.02968442872484681 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_non-euclidean_sex": { "img_count": 202, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -189,30 +189,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "18", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "202", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 18, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 202, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "noneuclidean", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3626582912", - "ss_session_id": "681617037", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3626582912, + "ss_session_id": 681617037, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_non-euclidean_sex": { "1 missing limb": 1, @@ -2958,14 +2958,14 @@ "zyneru \\(character\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713879175.7759302", - "ss_training_started_at": "1713860199.9038384", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713879175.7759302, + "ss_training_started_at": 1713860199.9038384, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "f662e770", "sshs_model_hash": "98657d93396b343a248417b41c361e67d38ad897d9604393b1adb25141ceafed" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.31_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.31_spn_ckpt1.00_size18.0.json index aa96edcdf77d4939081b04dd89d1968f2479560b..527735557c000707c24bfff0d289daf1176ae430 100644 --- a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.31_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.31_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "noneuclidean", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -133,47 +133,47 @@ }, "mean_img_ar_error": 0.02968442872484681 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_non-euclidean_sex": { "img_count": 202, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -189,30 +189,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "18", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "202", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 18, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 202, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "noneuclidean", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3626582912", - "ss_session_id": "681617037", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3626582912, + "ss_session_id": 681617037, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_non-euclidean_sex": { "1 missing limb": 1, @@ -2958,14 +2958,14 @@ "zyneru \\(character\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713879175.7759302", - "ss_training_started_at": "1713860199.9038384", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713879175.7759302, + "ss_training_started_at": 1713860199.9038384, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "f662e770", "sshs_model_hash": "98657d93396b343a248417b41c361e67d38ad897d9604393b1adb25141ceafed" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.34_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.34_spn_ckpt1.00_size20.0.json index aa96edcdf77d4939081b04dd89d1968f2479560b..527735557c000707c24bfff0d289daf1176ae430 100644 --- a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.34_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.34_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "noneuclidean", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -133,47 +133,47 @@ }, "mean_img_ar_error": 0.02968442872484681 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_non-euclidean_sex": { "img_count": 202, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -189,30 +189,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "18", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "202", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 18, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 202, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "noneuclidean", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3626582912", - "ss_session_id": "681617037", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3626582912, + "ss_session_id": 681617037, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_non-euclidean_sex": { "1 missing limb": 1, @@ -2958,14 +2958,14 @@ "zyneru \\(character\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713879175.7759302", - "ss_training_started_at": "1713860199.9038384", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713879175.7759302, + "ss_training_started_at": 1713860199.9038384, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "f662e770", "sshs_model_hash": "98657d93396b343a248417b41c361e67d38ad897d9604393b1adb25141ceafed" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.37_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.37_spn_ckpt1.00_size22.0.json index aa96edcdf77d4939081b04dd89d1968f2479560b..527735557c000707c24bfff0d289daf1176ae430 100644 --- a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.37_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.37_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "noneuclidean", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -133,47 +133,47 @@ }, "mean_img_ar_error": 0.02968442872484681 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_non-euclidean_sex": { "img_count": 202, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -189,30 +189,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "18", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "202", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 18, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 202, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "noneuclidean", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3626582912", - "ss_session_id": "681617037", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3626582912, + "ss_session_id": 681617037, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_non-euclidean_sex": { "1 missing limb": 1, @@ -2958,14 +2958,14 @@ "zyneru \\(character\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713879175.7759302", - "ss_training_started_at": "1713860199.9038384", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713879175.7759302, + "ss_training_started_at": 1713860199.9038384, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "f662e770", "sshs_model_hash": "98657d93396b343a248417b41c361e67d38ad897d9604393b1adb25141ceafed" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.40_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.40_spn_ckpt1.00_size24.0.json index aa96edcdf77d4939081b04dd89d1968f2479560b..527735557c000707c24bfff0d289daf1176ae430 100644 --- a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.40_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.40_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "noneuclidean", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -133,47 +133,47 @@ }, "mean_img_ar_error": 0.02968442872484681 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_non-euclidean_sex": { "img_count": 202, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -189,30 +189,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "18", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "202", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 18, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 202, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "noneuclidean", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3626582912", - "ss_session_id": "681617037", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3626582912, + "ss_session_id": 681617037, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_non-euclidean_sex": { "1 missing limb": 1, @@ -2958,14 +2958,14 @@ "zyneru \\(character\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713879175.7759302", - "ss_training_started_at": "1713860199.9038384", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713879175.7759302, + "ss_training_started_at": 1713860199.9038384, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "f662e770", "sshs_model_hash": "98657d93396b343a248417b41c361e67d38ad897d9604393b1adb25141ceafed" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.54_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.54_spn_ckpt1.00_size32.0.json index aa96edcdf77d4939081b04dd89d1968f2479560b..527735557c000707c24bfff0d289daf1176ae430 100644 --- a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.54_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.54_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "noneuclidean", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -133,47 +133,47 @@ }, "mean_img_ar_error": 0.02968442872484681 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_non-euclidean_sex": { "img_count": 202, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -189,30 +189,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "18", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "202", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 18, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 202, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "noneuclidean", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3626582912", - "ss_session_id": "681617037", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3626582912, + "ss_session_id": 681617037, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_non-euclidean_sex": { "1 missing limb": 1, @@ -2958,14 +2958,14 @@ "zyneru \\(character\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713879175.7759302", - "ss_training_started_at": "1713860199.9038384", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713879175.7759302, + "ss_training_started_at": 1713860199.9038384, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "f662e770", "sshs_model_hash": "98657d93396b343a248417b41c361e67d38ad897d9604393b1adb25141ceafed" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.69_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.69_fro_ckpt1.00_size4.0.json index aa96edcdf77d4939081b04dd89d1968f2479560b..527735557c000707c24bfff0d289daf1176ae430 100644 --- a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.69_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-2.69_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "noneuclidean", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -133,47 +133,47 @@ }, "mean_img_ar_error": 0.02968442872484681 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_non-euclidean_sex": { "img_count": 202, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -189,30 +189,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "18", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "202", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 18, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 202, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "noneuclidean", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3626582912", - "ss_session_id": "681617037", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3626582912, + "ss_session_id": 681617037, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_non-euclidean_sex": { "1 missing limb": 1, @@ -2958,14 +2958,14 @@ "zyneru \\(character\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713879175.7759302", - "ss_training_started_at": "1713860199.9038384", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713879175.7759302, + "ss_training_started_at": 1713860199.9038384, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "f662e770", "sshs_model_hash": "98657d93396b343a248417b41c361e67d38ad897d9604393b1adb25141ceafed" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.00_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.00_fro_ckpt1.00_size8.0.json index aa96edcdf77d4939081b04dd89d1968f2479560b..527735557c000707c24bfff0d289daf1176ae430 100644 --- a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.00_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.00_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "noneuclidean", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -133,47 +133,47 @@ }, "mean_img_ar_error": 0.02968442872484681 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_non-euclidean_sex": { "img_count": 202, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -189,30 +189,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "18", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "202", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 18, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 202, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "noneuclidean", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3626582912", - "ss_session_id": "681617037", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3626582912, + "ss_session_id": 681617037, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_non-euclidean_sex": { "1 missing limb": 1, @@ -2958,14 +2958,14 @@ "zyneru \\(character\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713879175.7759302", - "ss_training_started_at": "1713860199.9038384", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713879175.7759302, + "ss_training_started_at": 1713860199.9038384, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "f662e770", "sshs_model_hash": "98657d93396b343a248417b41c361e67d38ad897d9604393b1adb25141ceafed" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.15_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.15_fro_ckpt1.00_size12.0.json index aa96edcdf77d4939081b04dd89d1968f2479560b..527735557c000707c24bfff0d289daf1176ae430 100644 --- a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.15_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.15_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "noneuclidean", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -133,47 +133,47 @@ }, "mean_img_ar_error": 0.02968442872484681 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_non-euclidean_sex": { "img_count": 202, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -189,30 +189,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "18", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "202", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 18, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 202, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "noneuclidean", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3626582912", - "ss_session_id": "681617037", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3626582912, + "ss_session_id": 681617037, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_non-euclidean_sex": { "1 missing limb": 1, @@ -2958,14 +2958,14 @@ "zyneru \\(character\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713879175.7759302", - "ss_training_started_at": "1713860199.9038384", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713879175.7759302, + "ss_training_started_at": 1713860199.9038384, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "f662e770", "sshs_model_hash": "98657d93396b343a248417b41c361e67d38ad897d9604393b1adb25141ceafed" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.19_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.19_fro_ckpt1.00_size14.0.json index aa96edcdf77d4939081b04dd89d1968f2479560b..527735557c000707c24bfff0d289daf1176ae430 100644 --- a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.19_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.19_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "noneuclidean", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -133,47 +133,47 @@ }, "mean_img_ar_error": 0.02968442872484681 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_non-euclidean_sex": { "img_count": 202, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -189,30 +189,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "18", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "202", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 18, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 202, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "noneuclidean", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3626582912", - "ss_session_id": "681617037", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3626582912, + "ss_session_id": 681617037, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_non-euclidean_sex": { "1 missing limb": 1, @@ -2958,14 +2958,14 @@ "zyneru \\(character\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713879175.7759302", - "ss_training_started_at": "1713860199.9038384", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713879175.7759302, + "ss_training_started_at": 1713860199.9038384, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "f662e770", "sshs_model_hash": "98657d93396b343a248417b41c361e67d38ad897d9604393b1adb25141ceafed" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.22_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.22_fro_ckpt1.00_size16.0.json index aa96edcdf77d4939081b04dd89d1968f2479560b..527735557c000707c24bfff0d289daf1176ae430 100644 --- a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.22_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.22_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "noneuclidean", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -133,47 +133,47 @@ }, "mean_img_ar_error": 0.02968442872484681 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_non-euclidean_sex": { "img_count": 202, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -189,30 +189,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "18", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "202", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 18, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 202, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "noneuclidean", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3626582912", - "ss_session_id": "681617037", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3626582912, + "ss_session_id": 681617037, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_non-euclidean_sex": { "1 missing limb": 1, @@ -2958,14 +2958,14 @@ "zyneru \\(character\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713879175.7759302", - "ss_training_started_at": "1713860199.9038384", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713879175.7759302, + "ss_training_started_at": 1713860199.9038384, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "f662e770", "sshs_model_hash": "98657d93396b343a248417b41c361e67d38ad897d9604393b1adb25141ceafed" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.26_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.26_fro_ckpt1.00_size18.0.json index aa96edcdf77d4939081b04dd89d1968f2479560b..527735557c000707c24bfff0d289daf1176ae430 100644 --- a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.26_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.26_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "noneuclidean", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -133,47 +133,47 @@ }, "mean_img_ar_error": 0.02968442872484681 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_non-euclidean_sex": { "img_count": 202, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -189,30 +189,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "18", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "202", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 18, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 202, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "noneuclidean", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3626582912", - "ss_session_id": "681617037", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3626582912, + "ss_session_id": 681617037, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_non-euclidean_sex": { "1 missing limb": 1, @@ -2958,14 +2958,14 @@ "zyneru \\(character\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713879175.7759302", - "ss_training_started_at": "1713860199.9038384", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713879175.7759302, + "ss_training_started_at": 1713860199.9038384, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "f662e770", "sshs_model_hash": "98657d93396b343a248417b41c361e67d38ad897d9604393b1adb25141ceafed" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.28_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.28_fro_ckpt1.00_size20.0.json index aa96edcdf77d4939081b04dd89d1968f2479560b..527735557c000707c24bfff0d289daf1176ae430 100644 --- a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.28_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.28_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "noneuclidean", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -133,47 +133,47 @@ }, "mean_img_ar_error": 0.02968442872484681 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_non-euclidean_sex": { "img_count": 202, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -189,30 +189,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "18", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "202", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 18, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 202, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "noneuclidean", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3626582912", - "ss_session_id": "681617037", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3626582912, + "ss_session_id": 681617037, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_non-euclidean_sex": { "1 missing limb": 1, @@ -2958,14 +2958,14 @@ "zyneru \\(character\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713879175.7759302", - "ss_training_started_at": "1713860199.9038384", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713879175.7759302, + "ss_training_started_at": 1713860199.9038384, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "f662e770", "sshs_model_hash": "98657d93396b343a248417b41c361e67d38ad897d9604393b1adb25141ceafed" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.31_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.31_fro_ckpt1.00_size22.0.json index aa96edcdf77d4939081b04dd89d1968f2479560b..527735557c000707c24bfff0d289daf1176ae430 100644 --- a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.31_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.31_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "noneuclidean", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -133,47 +133,47 @@ }, "mean_img_ar_error": 0.02968442872484681 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_non-euclidean_sex": { "img_count": 202, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -189,30 +189,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "18", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "202", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 18, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 202, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "noneuclidean", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3626582912", - "ss_session_id": "681617037", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3626582912, + "ss_session_id": 681617037, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_non-euclidean_sex": { "1 missing limb": 1, @@ -2958,14 +2958,14 @@ "zyneru \\(character\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713879175.7759302", - "ss_training_started_at": "1713860199.9038384", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713879175.7759302, + "ss_training_started_at": 1713860199.9038384, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "f662e770", "sshs_model_hash": "98657d93396b343a248417b41c361e67d38ad897d9604393b1adb25141ceafed" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.33_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.33_fro_ckpt1.00_size24.0.json index aa96edcdf77d4939081b04dd89d1968f2479560b..527735557c000707c24bfff0d289daf1176ae430 100644 --- a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.33_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.33_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "noneuclidean", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -133,47 +133,47 @@ }, "mean_img_ar_error": 0.02968442872484681 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_non-euclidean_sex": { "img_count": 202, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -189,30 +189,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "18", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "202", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 18, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 202, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "noneuclidean", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3626582912", - "ss_session_id": "681617037", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3626582912, + "ss_session_id": 681617037, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_non-euclidean_sex": { "1 missing limb": 1, @@ -2958,14 +2958,14 @@ "zyneru \\(character\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713879175.7759302", - "ss_training_started_at": "1713860199.9038384", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713879175.7759302, + "ss_training_started_at": 1713860199.9038384, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "f662e770", "sshs_model_hash": "98657d93396b343a248417b41c361e67d38ad897d9604393b1adb25141ceafed" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.42_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.42_fro_ckpt1.00_size32.0.json index aa96edcdf77d4939081b04dd89d1968f2479560b..527735557c000707c24bfff0d289daf1176ae430 100644 --- a/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.42_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/non-euclidean_sex-v1e400_th-3.42_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "noneuclidean", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -133,47 +133,47 @@ }, "mean_img_ar_error": 0.02968442872484681 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_non-euclidean_sex": { "img_count": 202, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -189,30 +189,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "18", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "202", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 18, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 202, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "noneuclidean", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3626582912", - "ss_session_id": "681617037", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3626582912, + "ss_session_id": 681617037, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_non-euclidean_sex": { "1 missing limb": 1, @@ -2958,14 +2958,14 @@ "zyneru \\(character\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713879175.7759302", - "ss_training_started_at": "1713860199.9038384", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713879175.7759302, + "ss_training_started_at": 1713860199.9038384, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "f662e770", "sshs_model_hash": "98657d93396b343a248417b41c361e67d38ad897d9604393b1adb25141ceafed" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/pup_mask-v1e400_th-0.92_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/pup_mask-v1e400_th-0.92_spn_lora0.50_spn_ckpt0.50_size4.0.json index ff6ef2c67f87eea865dffa8fab8636910bb2eaec..c805da438348c6cbb3d6a127aec1be4b87d4f044 100644 --- a/ponyxl_loras_shrunk/pup_mask-v1e400_th-0.92_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/pup_mask-v1e400_th-0.92_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "pupmask", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.03779215732212389 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_pup_mask": { "img_count": 51, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -139,30 +139,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "51", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 51, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "pupmask", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1226290671", - "ss_session_id": "2906612310", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1226290671, + "ss_session_id": 2906612310, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_pup_mask": { "4 toes": 5, @@ -1088,14 +1088,14 @@ "zipper mouth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714685672.5724432", - "ss_training_started_at": "1714672532.5637705", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714685672.5724432, + "ss_training_started_at": 1714672532.5637703, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "567695ff", "sshs_model_hash": "095989a5dc4bf699a0923623d6e38b7c5ef7a5692227a589e8575e82e817397b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/pup_mask-v1e400_th-1.16_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/pup_mask-v1e400_th-1.16_spn_lora0.50_spn_ckpt0.50_size8.0.json index ff6ef2c67f87eea865dffa8fab8636910bb2eaec..c805da438348c6cbb3d6a127aec1be4b87d4f044 100644 --- a/ponyxl_loras_shrunk/pup_mask-v1e400_th-1.16_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/pup_mask-v1e400_th-1.16_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "pupmask", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.03779215732212389 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_pup_mask": { "img_count": 51, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -139,30 +139,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "51", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 51, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "pupmask", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1226290671", - "ss_session_id": "2906612310", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1226290671, + "ss_session_id": 2906612310, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_pup_mask": { "4 toes": 5, @@ -1088,14 +1088,14 @@ "zipper mouth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714685672.5724432", - "ss_training_started_at": "1714672532.5637705", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714685672.5724432, + "ss_training_started_at": 1714672532.5637703, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "567695ff", "sshs_model_hash": "095989a5dc4bf699a0923623d6e38b7c5ef7a5692227a589e8575e82e817397b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/pup_mask-v1e400_th-1.28_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/pup_mask-v1e400_th-1.28_spn_lora0.50_spn_ckpt0.50_size12.0.json index ff6ef2c67f87eea865dffa8fab8636910bb2eaec..c805da438348c6cbb3d6a127aec1be4b87d4f044 100644 --- a/ponyxl_loras_shrunk/pup_mask-v1e400_th-1.28_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/pup_mask-v1e400_th-1.28_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "pupmask", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.03779215732212389 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_pup_mask": { "img_count": 51, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -139,30 +139,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "51", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 51, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "pupmask", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1226290671", - "ss_session_id": "2906612310", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1226290671, + "ss_session_id": 2906612310, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_pup_mask": { "4 toes": 5, @@ -1088,14 +1088,14 @@ "zipper mouth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714685672.5724432", - "ss_training_started_at": "1714672532.5637705", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714685672.5724432, + "ss_training_started_at": 1714672532.5637703, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "567695ff", "sshs_model_hash": "095989a5dc4bf699a0923623d6e38b7c5ef7a5692227a589e8575e82e817397b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/pup_mask-v1e400_th-1.46_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/pup_mask-v1e400_th-1.46_spn_lora0.50_spn_ckpt0.50_size24.0.json index ff6ef2c67f87eea865dffa8fab8636910bb2eaec..c805da438348c6cbb3d6a127aec1be4b87d4f044 100644 --- a/ponyxl_loras_shrunk/pup_mask-v1e400_th-1.46_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/pup_mask-v1e400_th-1.46_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "pupmask", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.03779215732212389 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_pup_mask": { "img_count": 51, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -139,30 +139,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "51", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 51, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "pupmask", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1226290671", - "ss_session_id": "2906612310", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1226290671, + "ss_session_id": 2906612310, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_pup_mask": { "4 toes": 5, @@ -1088,14 +1088,14 @@ "zipper mouth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714685672.5724432", - "ss_training_started_at": "1714672532.5637705", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714685672.5724432, + "ss_training_started_at": 1714672532.5637703, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "567695ff", "sshs_model_hash": "095989a5dc4bf699a0923623d6e38b7c5ef7a5692227a589e8575e82e817397b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/pup_mask-v1e400_th-1.56_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/pup_mask-v1e400_th-1.56_spn_lora0.50_spn_ckpt0.50_size32.0.json index ff6ef2c67f87eea865dffa8fab8636910bb2eaec..c805da438348c6cbb3d6a127aec1be4b87d4f044 100644 --- a/ponyxl_loras_shrunk/pup_mask-v1e400_th-1.56_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/pup_mask-v1e400_th-1.56_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "pupmask", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.03779215732212389 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_pup_mask": { "img_count": 51, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -139,30 +139,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "51", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 51, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "pupmask", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1226290671", - "ss_session_id": "2906612310", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1226290671, + "ss_session_id": 2906612310, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_pup_mask": { "4 toes": 5, @@ -1088,14 +1088,14 @@ "zipper mouth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714685672.5724432", - "ss_training_started_at": "1714672532.5637705", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714685672.5724432, + "ss_training_started_at": 1714672532.5637703, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "567695ff", "sshs_model_hash": "095989a5dc4bf699a0923623d6e38b7c5ef7a5692227a589e8575e82e817397b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/pup_mask-v1e400_th-1.77_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/pup_mask-v1e400_th-1.77_spn_ckpt1.00_size4.0.json index ff6ef2c67f87eea865dffa8fab8636910bb2eaec..c805da438348c6cbb3d6a127aec1be4b87d4f044 100644 --- a/ponyxl_loras_shrunk/pup_mask-v1e400_th-1.77_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/pup_mask-v1e400_th-1.77_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "pupmask", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.03779215732212389 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_pup_mask": { "img_count": 51, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -139,30 +139,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "51", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 51, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "pupmask", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1226290671", - "ss_session_id": "2906612310", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1226290671, + "ss_session_id": 2906612310, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_pup_mask": { "4 toes": 5, @@ -1088,14 +1088,14 @@ "zipper mouth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714685672.5724432", - "ss_training_started_at": "1714672532.5637705", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714685672.5724432, + "ss_training_started_at": 1714672532.5637703, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "567695ff", "sshs_model_hash": "095989a5dc4bf699a0923623d6e38b7c5ef7a5692227a589e8575e82e817397b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.00_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.00_spn_ckpt1.00_size8.0.json index ff6ef2c67f87eea865dffa8fab8636910bb2eaec..c805da438348c6cbb3d6a127aec1be4b87d4f044 100644 --- a/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.00_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.00_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "pupmask", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.03779215732212389 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_pup_mask": { "img_count": 51, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -139,30 +139,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "51", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 51, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "pupmask", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1226290671", - "ss_session_id": "2906612310", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1226290671, + "ss_session_id": 2906612310, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_pup_mask": { "4 toes": 5, @@ -1088,14 +1088,14 @@ "zipper mouth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714685672.5724432", - "ss_training_started_at": "1714672532.5637705", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714685672.5724432, + "ss_training_started_at": 1714672532.5637703, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "567695ff", "sshs_model_hash": "095989a5dc4bf699a0923623d6e38b7c5ef7a5692227a589e8575e82e817397b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.13_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.13_spn_ckpt1.00_size12.0.json index ff6ef2c67f87eea865dffa8fab8636910bb2eaec..c805da438348c6cbb3d6a127aec1be4b87d4f044 100644 --- a/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.13_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.13_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "pupmask", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.03779215732212389 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_pup_mask": { "img_count": 51, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -139,30 +139,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "51", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 51, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "pupmask", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1226290671", - "ss_session_id": "2906612310", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1226290671, + "ss_session_id": 2906612310, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_pup_mask": { "4 toes": 5, @@ -1088,14 +1088,14 @@ "zipper mouth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714685672.5724432", - "ss_training_started_at": "1714672532.5637705", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714685672.5724432, + "ss_training_started_at": 1714672532.5637703, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "567695ff", "sshs_model_hash": "095989a5dc4bf699a0923623d6e38b7c5ef7a5692227a589e8575e82e817397b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.17_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.17_spn_ckpt1.00_size14.0.json index ff6ef2c67f87eea865dffa8fab8636910bb2eaec..c805da438348c6cbb3d6a127aec1be4b87d4f044 100644 --- a/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.17_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.17_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "pupmask", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.03779215732212389 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_pup_mask": { "img_count": 51, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -139,30 +139,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "51", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 51, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "pupmask", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1226290671", - "ss_session_id": "2906612310", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1226290671, + "ss_session_id": 2906612310, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_pup_mask": { "4 toes": 5, @@ -1088,14 +1088,14 @@ "zipper mouth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714685672.5724432", - "ss_training_started_at": "1714672532.5637705", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714685672.5724432, + "ss_training_started_at": 1714672532.5637703, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "567695ff", "sshs_model_hash": "095989a5dc4bf699a0923623d6e38b7c5ef7a5692227a589e8575e82e817397b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.21_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.21_spn_ckpt1.00_size16.0.json index ff6ef2c67f87eea865dffa8fab8636910bb2eaec..c805da438348c6cbb3d6a127aec1be4b87d4f044 100644 --- a/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.21_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.21_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "pupmask", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.03779215732212389 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_pup_mask": { "img_count": 51, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -139,30 +139,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "51", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 51, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "pupmask", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1226290671", - "ss_session_id": "2906612310", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1226290671, + "ss_session_id": 2906612310, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_pup_mask": { "4 toes": 5, @@ -1088,14 +1088,14 @@ "zipper mouth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714685672.5724432", - "ss_training_started_at": "1714672532.5637705", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714685672.5724432, + "ss_training_started_at": 1714672532.5637703, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "567695ff", "sshs_model_hash": "095989a5dc4bf699a0923623d6e38b7c5ef7a5692227a589e8575e82e817397b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.25_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.25_spn_ckpt1.00_size18.0.json index ff6ef2c67f87eea865dffa8fab8636910bb2eaec..c805da438348c6cbb3d6a127aec1be4b87d4f044 100644 --- a/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.25_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.25_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "pupmask", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.03779215732212389 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_pup_mask": { "img_count": 51, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -139,30 +139,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "51", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 51, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "pupmask", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1226290671", - "ss_session_id": "2906612310", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1226290671, + "ss_session_id": 2906612310, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_pup_mask": { "4 toes": 5, @@ -1088,14 +1088,14 @@ "zipper mouth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714685672.5724432", - "ss_training_started_at": "1714672532.5637705", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714685672.5724432, + "ss_training_started_at": 1714672532.5637703, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "567695ff", "sshs_model_hash": "095989a5dc4bf699a0923623d6e38b7c5ef7a5692227a589e8575e82e817397b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.28_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.28_spn_ckpt1.00_size20.0.json index ff6ef2c67f87eea865dffa8fab8636910bb2eaec..c805da438348c6cbb3d6a127aec1be4b87d4f044 100644 --- a/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.28_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.28_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "pupmask", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.03779215732212389 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_pup_mask": { "img_count": 51, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -139,30 +139,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "51", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 51, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "pupmask", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1226290671", - "ss_session_id": "2906612310", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1226290671, + "ss_session_id": 2906612310, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_pup_mask": { "4 toes": 5, @@ -1088,14 +1088,14 @@ "zipper mouth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714685672.5724432", - "ss_training_started_at": "1714672532.5637705", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714685672.5724432, + "ss_training_started_at": 1714672532.5637703, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "567695ff", "sshs_model_hash": "095989a5dc4bf699a0923623d6e38b7c5ef7a5692227a589e8575e82e817397b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.31_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.31_spn_ckpt1.00_size22.0.json index ff6ef2c67f87eea865dffa8fab8636910bb2eaec..c805da438348c6cbb3d6a127aec1be4b87d4f044 100644 --- a/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.31_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.31_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "pupmask", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.03779215732212389 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_pup_mask": { "img_count": 51, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -139,30 +139,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "51", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 51, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "pupmask", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1226290671", - "ss_session_id": "2906612310", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1226290671, + "ss_session_id": 2906612310, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_pup_mask": { "4 toes": 5, @@ -1088,14 +1088,14 @@ "zipper mouth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714685672.5724432", - "ss_training_started_at": "1714672532.5637705", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714685672.5724432, + "ss_training_started_at": 1714672532.5637703, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "567695ff", "sshs_model_hash": "095989a5dc4bf699a0923623d6e38b7c5ef7a5692227a589e8575e82e817397b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.34_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.34_spn_ckpt1.00_size24.0.json index ff6ef2c67f87eea865dffa8fab8636910bb2eaec..c805da438348c6cbb3d6a127aec1be4b87d4f044 100644 --- a/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.34_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.34_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "pupmask", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.03779215732212389 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_pup_mask": { "img_count": 51, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -139,30 +139,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "51", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 51, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "pupmask", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1226290671", - "ss_session_id": "2906612310", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1226290671, + "ss_session_id": 2906612310, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_pup_mask": { "4 toes": 5, @@ -1088,14 +1088,14 @@ "zipper mouth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714685672.5724432", - "ss_training_started_at": "1714672532.5637705", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714685672.5724432, + "ss_training_started_at": 1714672532.5637703, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "567695ff", "sshs_model_hash": "095989a5dc4bf699a0923623d6e38b7c5ef7a5692227a589e8575e82e817397b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.48_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.48_spn_ckpt1.00_size32.0.json index ff6ef2c67f87eea865dffa8fab8636910bb2eaec..c805da438348c6cbb3d6a127aec1be4b87d4f044 100644 --- a/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.48_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.48_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "pupmask", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.03779215732212389 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_pup_mask": { "img_count": 51, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -139,30 +139,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "51", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 51, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "pupmask", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1226290671", - "ss_session_id": "2906612310", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1226290671, + "ss_session_id": 2906612310, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_pup_mask": { "4 toes": 5, @@ -1088,14 +1088,14 @@ "zipper mouth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714685672.5724432", - "ss_training_started_at": "1714672532.5637705", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714685672.5724432, + "ss_training_started_at": 1714672532.5637703, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "567695ff", "sshs_model_hash": "095989a5dc4bf699a0923623d6e38b7c5ef7a5692227a589e8575e82e817397b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.72_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.72_fro_ckpt1.00_size4.0.json index ff6ef2c67f87eea865dffa8fab8636910bb2eaec..c805da438348c6cbb3d6a127aec1be4b87d4f044 100644 --- a/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.72_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.72_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "pupmask", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.03779215732212389 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_pup_mask": { "img_count": 51, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -139,30 +139,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "51", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 51, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "pupmask", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1226290671", - "ss_session_id": "2906612310", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1226290671, + "ss_session_id": 2906612310, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_pup_mask": { "4 toes": 5, @@ -1088,14 +1088,14 @@ "zipper mouth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714685672.5724432", - "ss_training_started_at": "1714672532.5637705", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714685672.5724432, + "ss_training_started_at": 1714672532.5637703, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "567695ff", "sshs_model_hash": "095989a5dc4bf699a0923623d6e38b7c5ef7a5692227a589e8575e82e817397b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.95_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.95_fro_ckpt1.00_size8.0.json index ff6ef2c67f87eea865dffa8fab8636910bb2eaec..c805da438348c6cbb3d6a127aec1be4b87d4f044 100644 --- a/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.95_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/pup_mask-v1e400_th-2.95_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "pupmask", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.03779215732212389 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_pup_mask": { "img_count": 51, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -139,30 +139,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "51", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 51, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "pupmask", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1226290671", - "ss_session_id": "2906612310", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1226290671, + "ss_session_id": 2906612310, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_pup_mask": { "4 toes": 5, @@ -1088,14 +1088,14 @@ "zipper mouth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714685672.5724432", - "ss_training_started_at": "1714672532.5637705", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714685672.5724432, + "ss_training_started_at": 1714672532.5637703, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "567695ff", "sshs_model_hash": "095989a5dc4bf699a0923623d6e38b7c5ef7a5692227a589e8575e82e817397b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.08_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.08_fro_ckpt1.00_size12.0.json index ff6ef2c67f87eea865dffa8fab8636910bb2eaec..c805da438348c6cbb3d6a127aec1be4b87d4f044 100644 --- a/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.08_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.08_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "pupmask", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.03779215732212389 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_pup_mask": { "img_count": 51, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -139,30 +139,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "51", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 51, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "pupmask", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1226290671", - "ss_session_id": "2906612310", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1226290671, + "ss_session_id": 2906612310, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_pup_mask": { "4 toes": 5, @@ -1088,14 +1088,14 @@ "zipper mouth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714685672.5724432", - "ss_training_started_at": "1714672532.5637705", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714685672.5724432, + "ss_training_started_at": 1714672532.5637703, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "567695ff", "sshs_model_hash": "095989a5dc4bf699a0923623d6e38b7c5ef7a5692227a589e8575e82e817397b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.12_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.12_fro_ckpt1.00_size14.0.json index ff6ef2c67f87eea865dffa8fab8636910bb2eaec..c805da438348c6cbb3d6a127aec1be4b87d4f044 100644 --- a/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.12_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.12_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "pupmask", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.03779215732212389 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_pup_mask": { "img_count": 51, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -139,30 +139,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "51", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 51, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "pupmask", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1226290671", - "ss_session_id": "2906612310", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1226290671, + "ss_session_id": 2906612310, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_pup_mask": { "4 toes": 5, @@ -1088,14 +1088,14 @@ "zipper mouth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714685672.5724432", - "ss_training_started_at": "1714672532.5637705", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714685672.5724432, + "ss_training_started_at": 1714672532.5637703, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "567695ff", "sshs_model_hash": "095989a5dc4bf699a0923623d6e38b7c5ef7a5692227a589e8575e82e817397b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.16_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.16_fro_ckpt1.00_size16.0.json index ff6ef2c67f87eea865dffa8fab8636910bb2eaec..c805da438348c6cbb3d6a127aec1be4b87d4f044 100644 --- a/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.16_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.16_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "pupmask", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.03779215732212389 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_pup_mask": { "img_count": 51, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -139,30 +139,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "51", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 51, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "pupmask", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1226290671", - "ss_session_id": "2906612310", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1226290671, + "ss_session_id": 2906612310, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_pup_mask": { "4 toes": 5, @@ -1088,14 +1088,14 @@ "zipper mouth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714685672.5724432", - "ss_training_started_at": "1714672532.5637705", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714685672.5724432, + "ss_training_started_at": 1714672532.5637703, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "567695ff", "sshs_model_hash": "095989a5dc4bf699a0923623d6e38b7c5ef7a5692227a589e8575e82e817397b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.19_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.19_fro_ckpt1.00_size18.0.json index ff6ef2c67f87eea865dffa8fab8636910bb2eaec..c805da438348c6cbb3d6a127aec1be4b87d4f044 100644 --- a/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.19_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.19_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "pupmask", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.03779215732212389 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_pup_mask": { "img_count": 51, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -139,30 +139,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "51", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 51, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "pupmask", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1226290671", - "ss_session_id": "2906612310", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1226290671, + "ss_session_id": 2906612310, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_pup_mask": { "4 toes": 5, @@ -1088,14 +1088,14 @@ "zipper mouth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714685672.5724432", - "ss_training_started_at": "1714672532.5637705", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714685672.5724432, + "ss_training_started_at": 1714672532.5637703, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "567695ff", "sshs_model_hash": "095989a5dc4bf699a0923623d6e38b7c5ef7a5692227a589e8575e82e817397b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.22_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.22_fro_ckpt1.00_size20.0.json index ff6ef2c67f87eea865dffa8fab8636910bb2eaec..c805da438348c6cbb3d6a127aec1be4b87d4f044 100644 --- a/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.22_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.22_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "pupmask", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.03779215732212389 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_pup_mask": { "img_count": 51, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -139,30 +139,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "51", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 51, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "pupmask", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1226290671", - "ss_session_id": "2906612310", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1226290671, + "ss_session_id": 2906612310, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_pup_mask": { "4 toes": 5, @@ -1088,14 +1088,14 @@ "zipper mouth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714685672.5724432", - "ss_training_started_at": "1714672532.5637705", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714685672.5724432, + "ss_training_started_at": 1714672532.5637703, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "567695ff", "sshs_model_hash": "095989a5dc4bf699a0923623d6e38b7c5ef7a5692227a589e8575e82e817397b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.25_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.25_fro_ckpt1.00_size22.0.json index ff6ef2c67f87eea865dffa8fab8636910bb2eaec..c805da438348c6cbb3d6a127aec1be4b87d4f044 100644 --- a/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.25_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.25_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "pupmask", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.03779215732212389 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_pup_mask": { "img_count": 51, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -139,30 +139,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "51", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 51, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "pupmask", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1226290671", - "ss_session_id": "2906612310", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1226290671, + "ss_session_id": 2906612310, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_pup_mask": { "4 toes": 5, @@ -1088,14 +1088,14 @@ "zipper mouth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714685672.5724432", - "ss_training_started_at": "1714672532.5637705", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714685672.5724432, + "ss_training_started_at": 1714672532.5637703, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "567695ff", "sshs_model_hash": "095989a5dc4bf699a0923623d6e38b7c5ef7a5692227a589e8575e82e817397b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.27_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.27_fro_ckpt1.00_size24.0.json index ff6ef2c67f87eea865dffa8fab8636910bb2eaec..c805da438348c6cbb3d6a127aec1be4b87d4f044 100644 --- a/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.27_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.27_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "pupmask", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.03779215732212389 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_pup_mask": { "img_count": 51, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -139,30 +139,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "51", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 51, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "pupmask", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1226290671", - "ss_session_id": "2906612310", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1226290671, + "ss_session_id": 2906612310, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_pup_mask": { "4 toes": 5, @@ -1088,14 +1088,14 @@ "zipper mouth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714685672.5724432", - "ss_training_started_at": "1714672532.5637705", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714685672.5724432, + "ss_training_started_at": 1714672532.5637703, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "567695ff", "sshs_model_hash": "095989a5dc4bf699a0923623d6e38b7c5ef7a5692227a589e8575e82e817397b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.37_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.37_fro_ckpt1.00_size32.0.json index ff6ef2c67f87eea865dffa8fab8636910bb2eaec..c805da438348c6cbb3d6a127aec1be4b87d4f044 100644 --- a/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.37_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/pup_mask-v1e400_th-3.37_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "pupmask", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.03779215732212389 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_pup_mask": { "img_count": 51, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -139,30 +139,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "51", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 51, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "pupmask", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1226290671", - "ss_session_id": "2906612310", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1226290671, + "ss_session_id": 2906612310, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_pup_mask": { "4 toes": 5, @@ -1088,14 +1088,14 @@ "zipper mouth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714685672.5724432", - "ss_training_started_at": "1714672532.5637705", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714685672.5724432, + "ss_training_started_at": 1714672532.5637703, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "567695ff", "sshs_model_hash": "095989a5dc4bf699a0923623d6e38b7c5ef7a5692227a589e8575e82e817397b" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/ramona-v1e400_th-0.93_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/ramona-v1e400_th-0.93_spn_lora0.50_spn_ckpt0.50_size4.0.json index e8436bf5f95883da03f8a5e4442d5e0ca02a4844..cc0595ee290577ddc9f5d30e8b0b1821f02a819b 100644 --- a/ponyxl_loras_shrunk/ramona-v1e400_th-0.93_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/ramona-v1e400_th-0.93_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009014919414838549 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_ramona": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "1680991587", - "ss_session_id": "460352434", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1680991587, + "ss_session_id": 460352434, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_ramona": { "anthro": 17, @@ -260,16 +260,16 @@ "yellow eyes": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709862281.9727173", - "ss_training_started_at": "1709853429.483196", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709862281.9727173, + "ss_training_started_at": 1709853429.483196, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "54d41eed", "sshs_model_hash": "85c05f805e176caddd4fe84089a16f0839c6fa41d765574c516eadf184508986" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/ramona-v1e400_th-1.12_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/ramona-v1e400_th-1.12_spn_lora0.50_spn_ckpt0.50_size8.0.json index e8436bf5f95883da03f8a5e4442d5e0ca02a4844..cc0595ee290577ddc9f5d30e8b0b1821f02a819b 100644 --- a/ponyxl_loras_shrunk/ramona-v1e400_th-1.12_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/ramona-v1e400_th-1.12_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009014919414838549 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_ramona": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "1680991587", - "ss_session_id": "460352434", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1680991587, + "ss_session_id": 460352434, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_ramona": { "anthro": 17, @@ -260,16 +260,16 @@ "yellow eyes": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709862281.9727173", - "ss_training_started_at": "1709853429.483196", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709862281.9727173, + "ss_training_started_at": 1709853429.483196, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "54d41eed", "sshs_model_hash": "85c05f805e176caddd4fe84089a16f0839c6fa41d765574c516eadf184508986" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/ramona-v1e400_th-1.23_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/ramona-v1e400_th-1.23_spn_lora0.50_spn_ckpt0.50_size12.0.json index e8436bf5f95883da03f8a5e4442d5e0ca02a4844..cc0595ee290577ddc9f5d30e8b0b1821f02a819b 100644 --- a/ponyxl_loras_shrunk/ramona-v1e400_th-1.23_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/ramona-v1e400_th-1.23_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009014919414838549 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_ramona": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "1680991587", - "ss_session_id": "460352434", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1680991587, + "ss_session_id": 460352434, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_ramona": { "anthro": 17, @@ -260,16 +260,16 @@ "yellow eyes": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709862281.9727173", - "ss_training_started_at": "1709853429.483196", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709862281.9727173, + "ss_training_started_at": 1709853429.483196, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "54d41eed", "sshs_model_hash": "85c05f805e176caddd4fe84089a16f0839c6fa41d765574c516eadf184508986" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/ramona-v1e400_th-1.43_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/ramona-v1e400_th-1.43_spn_lora0.50_spn_ckpt0.50_size24.0.json index e8436bf5f95883da03f8a5e4442d5e0ca02a4844..cc0595ee290577ddc9f5d30e8b0b1821f02a819b 100644 --- a/ponyxl_loras_shrunk/ramona-v1e400_th-1.43_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/ramona-v1e400_th-1.43_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009014919414838549 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_ramona": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "1680991587", - "ss_session_id": "460352434", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1680991587, + "ss_session_id": 460352434, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_ramona": { "anthro": 17, @@ -260,16 +260,16 @@ "yellow eyes": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709862281.9727173", - "ss_training_started_at": "1709853429.483196", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709862281.9727173, + "ss_training_started_at": 1709853429.483196, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "54d41eed", "sshs_model_hash": "85c05f805e176caddd4fe84089a16f0839c6fa41d765574c516eadf184508986" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/ramona-v1e400_th-1.56_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/ramona-v1e400_th-1.56_spn_lora0.50_spn_ckpt0.50_size32.0.json index e8436bf5f95883da03f8a5e4442d5e0ca02a4844..cc0595ee290577ddc9f5d30e8b0b1821f02a819b 100644 --- a/ponyxl_loras_shrunk/ramona-v1e400_th-1.56_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/ramona-v1e400_th-1.56_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009014919414838549 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_ramona": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "1680991587", - "ss_session_id": "460352434", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1680991587, + "ss_session_id": 460352434, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_ramona": { "anthro": 17, @@ -260,16 +260,16 @@ "yellow eyes": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709862281.9727173", - "ss_training_started_at": "1709853429.483196", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709862281.9727173, + "ss_training_started_at": 1709853429.483196, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "54d41eed", "sshs_model_hash": "85c05f805e176caddd4fe84089a16f0839c6fa41d765574c516eadf184508986" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/ramona-v1e400_th-1.73_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/ramona-v1e400_th-1.73_spn_ckpt1.00_size4.0.json index e8436bf5f95883da03f8a5e4442d5e0ca02a4844..cc0595ee290577ddc9f5d30e8b0b1821f02a819b 100644 --- a/ponyxl_loras_shrunk/ramona-v1e400_th-1.73_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/ramona-v1e400_th-1.73_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009014919414838549 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_ramona": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "1680991587", - "ss_session_id": "460352434", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1680991587, + "ss_session_id": 460352434, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_ramona": { "anthro": 17, @@ -260,16 +260,16 @@ "yellow eyes": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709862281.9727173", - "ss_training_started_at": "1709853429.483196", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709862281.9727173, + "ss_training_started_at": 1709853429.483196, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "54d41eed", "sshs_model_hash": "85c05f805e176caddd4fe84089a16f0839c6fa41d765574c516eadf184508986" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/ramona-v1e400_th-1.96_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/ramona-v1e400_th-1.96_spn_ckpt1.00_size8.0.json index e8436bf5f95883da03f8a5e4442d5e0ca02a4844..cc0595ee290577ddc9f5d30e8b0b1821f02a819b 100644 --- a/ponyxl_loras_shrunk/ramona-v1e400_th-1.96_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/ramona-v1e400_th-1.96_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009014919414838549 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_ramona": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "1680991587", - "ss_session_id": "460352434", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1680991587, + "ss_session_id": 460352434, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_ramona": { "anthro": 17, @@ -260,16 +260,16 @@ "yellow eyes": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709862281.9727173", - "ss_training_started_at": "1709853429.483196", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709862281.9727173, + "ss_training_started_at": 1709853429.483196, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "54d41eed", "sshs_model_hash": "85c05f805e176caddd4fe84089a16f0839c6fa41d765574c516eadf184508986" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/ramona-v1e400_th-2.09_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/ramona-v1e400_th-2.09_spn_ckpt1.00_size12.0.json index e8436bf5f95883da03f8a5e4442d5e0ca02a4844..cc0595ee290577ddc9f5d30e8b0b1821f02a819b 100644 --- a/ponyxl_loras_shrunk/ramona-v1e400_th-2.09_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/ramona-v1e400_th-2.09_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009014919414838549 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_ramona": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "1680991587", - "ss_session_id": "460352434", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1680991587, + "ss_session_id": 460352434, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_ramona": { "anthro": 17, @@ -260,16 +260,16 @@ "yellow eyes": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709862281.9727173", - "ss_training_started_at": "1709853429.483196", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709862281.9727173, + "ss_training_started_at": 1709853429.483196, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "54d41eed", "sshs_model_hash": "85c05f805e176caddd4fe84089a16f0839c6fa41d765574c516eadf184508986" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/ramona-v1e400_th-2.13_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/ramona-v1e400_th-2.13_spn_ckpt1.00_size14.0.json index e8436bf5f95883da03f8a5e4442d5e0ca02a4844..cc0595ee290577ddc9f5d30e8b0b1821f02a819b 100644 --- a/ponyxl_loras_shrunk/ramona-v1e400_th-2.13_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/ramona-v1e400_th-2.13_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009014919414838549 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_ramona": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "1680991587", - "ss_session_id": "460352434", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1680991587, + "ss_session_id": 460352434, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_ramona": { "anthro": 17, @@ -260,16 +260,16 @@ "yellow eyes": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709862281.9727173", - "ss_training_started_at": "1709853429.483196", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709862281.9727173, + "ss_training_started_at": 1709853429.483196, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "54d41eed", "sshs_model_hash": "85c05f805e176caddd4fe84089a16f0839c6fa41d765574c516eadf184508986" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/ramona-v1e400_th-2.18_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/ramona-v1e400_th-2.18_spn_ckpt1.00_size16.0.json index e8436bf5f95883da03f8a5e4442d5e0ca02a4844..cc0595ee290577ddc9f5d30e8b0b1821f02a819b 100644 --- a/ponyxl_loras_shrunk/ramona-v1e400_th-2.18_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/ramona-v1e400_th-2.18_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009014919414838549 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_ramona": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "1680991587", - "ss_session_id": "460352434", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1680991587, + "ss_session_id": 460352434, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_ramona": { "anthro": 17, @@ -260,16 +260,16 @@ "yellow eyes": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709862281.9727173", - "ss_training_started_at": "1709853429.483196", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709862281.9727173, + "ss_training_started_at": 1709853429.483196, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "54d41eed", "sshs_model_hash": "85c05f805e176caddd4fe84089a16f0839c6fa41d765574c516eadf184508986" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/ramona-v1e400_th-2.21_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/ramona-v1e400_th-2.21_spn_ckpt1.00_size18.0.json index e8436bf5f95883da03f8a5e4442d5e0ca02a4844..cc0595ee290577ddc9f5d30e8b0b1821f02a819b 100644 --- a/ponyxl_loras_shrunk/ramona-v1e400_th-2.21_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/ramona-v1e400_th-2.21_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009014919414838549 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_ramona": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "1680991587", - "ss_session_id": "460352434", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1680991587, + "ss_session_id": 460352434, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_ramona": { "anthro": 17, @@ -260,16 +260,16 @@ "yellow eyes": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709862281.9727173", - "ss_training_started_at": "1709853429.483196", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709862281.9727173, + "ss_training_started_at": 1709853429.483196, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "54d41eed", "sshs_model_hash": "85c05f805e176caddd4fe84089a16f0839c6fa41d765574c516eadf184508986" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/ramona-v1e400_th-2.25_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/ramona-v1e400_th-2.25_spn_ckpt1.00_size20.0.json index e8436bf5f95883da03f8a5e4442d5e0ca02a4844..cc0595ee290577ddc9f5d30e8b0b1821f02a819b 100644 --- a/ponyxl_loras_shrunk/ramona-v1e400_th-2.25_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/ramona-v1e400_th-2.25_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009014919414838549 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_ramona": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "1680991587", - "ss_session_id": "460352434", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1680991587, + "ss_session_id": 460352434, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_ramona": { "anthro": 17, @@ -260,16 +260,16 @@ "yellow eyes": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709862281.9727173", - "ss_training_started_at": "1709853429.483196", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709862281.9727173, + "ss_training_started_at": 1709853429.483196, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "54d41eed", "sshs_model_hash": "85c05f805e176caddd4fe84089a16f0839c6fa41d765574c516eadf184508986" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/ramona-v1e400_th-2.29_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/ramona-v1e400_th-2.29_spn_ckpt1.00_size22.0.json index e8436bf5f95883da03f8a5e4442d5e0ca02a4844..cc0595ee290577ddc9f5d30e8b0b1821f02a819b 100644 --- a/ponyxl_loras_shrunk/ramona-v1e400_th-2.29_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/ramona-v1e400_th-2.29_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009014919414838549 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_ramona": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "1680991587", - "ss_session_id": "460352434", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1680991587, + "ss_session_id": 460352434, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_ramona": { "anthro": 17, @@ -260,16 +260,16 @@ "yellow eyes": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709862281.9727173", - "ss_training_started_at": "1709853429.483196", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709862281.9727173, + "ss_training_started_at": 1709853429.483196, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "54d41eed", "sshs_model_hash": "85c05f805e176caddd4fe84089a16f0839c6fa41d765574c516eadf184508986" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/ramona-v1e400_th-2.32_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/ramona-v1e400_th-2.32_spn_ckpt1.00_size24.0.json index e8436bf5f95883da03f8a5e4442d5e0ca02a4844..cc0595ee290577ddc9f5d30e8b0b1821f02a819b 100644 --- a/ponyxl_loras_shrunk/ramona-v1e400_th-2.32_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/ramona-v1e400_th-2.32_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009014919414838549 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_ramona": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "1680991587", - "ss_session_id": "460352434", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1680991587, + "ss_session_id": 460352434, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_ramona": { "anthro": 17, @@ -260,16 +260,16 @@ "yellow eyes": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709862281.9727173", - "ss_training_started_at": "1709853429.483196", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709862281.9727173, + "ss_training_started_at": 1709853429.483196, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "54d41eed", "sshs_model_hash": "85c05f805e176caddd4fe84089a16f0839c6fa41d765574c516eadf184508986" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/ramona-v1e400_th-2.49_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/ramona-v1e400_th-2.49_spn_ckpt1.00_size32.0.json index e8436bf5f95883da03f8a5e4442d5e0ca02a4844..cc0595ee290577ddc9f5d30e8b0b1821f02a819b 100644 --- a/ponyxl_loras_shrunk/ramona-v1e400_th-2.49_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/ramona-v1e400_th-2.49_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009014919414838549 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_ramona": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "1680991587", - "ss_session_id": "460352434", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1680991587, + "ss_session_id": 460352434, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_ramona": { "anthro": 17, @@ -260,16 +260,16 @@ "yellow eyes": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709862281.9727173", - "ss_training_started_at": "1709853429.483196", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709862281.9727173, + "ss_training_started_at": 1709853429.483196, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "54d41eed", "sshs_model_hash": "85c05f805e176caddd4fe84089a16f0839c6fa41d765574c516eadf184508986" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/ramona-v1e400_th-2.67_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/ramona-v1e400_th-2.67_fro_ckpt1.00_size4.0.json index e8436bf5f95883da03f8a5e4442d5e0ca02a4844..cc0595ee290577ddc9f5d30e8b0b1821f02a819b 100644 --- a/ponyxl_loras_shrunk/ramona-v1e400_th-2.67_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/ramona-v1e400_th-2.67_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009014919414838549 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_ramona": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "1680991587", - "ss_session_id": "460352434", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1680991587, + "ss_session_id": 460352434, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_ramona": { "anthro": 17, @@ -260,16 +260,16 @@ "yellow eyes": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709862281.9727173", - "ss_training_started_at": "1709853429.483196", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709862281.9727173, + "ss_training_started_at": 1709853429.483196, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "54d41eed", "sshs_model_hash": "85c05f805e176caddd4fe84089a16f0839c6fa41d765574c516eadf184508986" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/ramona-v1e400_th-2.91_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/ramona-v1e400_th-2.91_fro_ckpt1.00_size8.0.json index e8436bf5f95883da03f8a5e4442d5e0ca02a4844..cc0595ee290577ddc9f5d30e8b0b1821f02a819b 100644 --- a/ponyxl_loras_shrunk/ramona-v1e400_th-2.91_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/ramona-v1e400_th-2.91_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009014919414838549 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_ramona": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "1680991587", - "ss_session_id": "460352434", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1680991587, + "ss_session_id": 460352434, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_ramona": { "anthro": 17, @@ -260,16 +260,16 @@ "yellow eyes": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709862281.9727173", - "ss_training_started_at": "1709853429.483196", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709862281.9727173, + "ss_training_started_at": 1709853429.483196, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "54d41eed", "sshs_model_hash": "85c05f805e176caddd4fe84089a16f0839c6fa41d765574c516eadf184508986" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/ramona-v1e400_th-3.04_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/ramona-v1e400_th-3.04_fro_ckpt1.00_size12.0.json index e8436bf5f95883da03f8a5e4442d5e0ca02a4844..cc0595ee290577ddc9f5d30e8b0b1821f02a819b 100644 --- a/ponyxl_loras_shrunk/ramona-v1e400_th-3.04_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/ramona-v1e400_th-3.04_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009014919414838549 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_ramona": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "1680991587", - "ss_session_id": "460352434", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1680991587, + "ss_session_id": 460352434, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_ramona": { "anthro": 17, @@ -260,16 +260,16 @@ "yellow eyes": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709862281.9727173", - "ss_training_started_at": "1709853429.483196", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709862281.9727173, + "ss_training_started_at": 1709853429.483196, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "54d41eed", "sshs_model_hash": "85c05f805e176caddd4fe84089a16f0839c6fa41d765574c516eadf184508986" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/ramona-v1e400_th-3.08_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/ramona-v1e400_th-3.08_fro_ckpt1.00_size14.0.json index e8436bf5f95883da03f8a5e4442d5e0ca02a4844..cc0595ee290577ddc9f5d30e8b0b1821f02a819b 100644 --- a/ponyxl_loras_shrunk/ramona-v1e400_th-3.08_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/ramona-v1e400_th-3.08_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009014919414838549 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_ramona": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "1680991587", - "ss_session_id": "460352434", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1680991587, + "ss_session_id": 460352434, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_ramona": { "anthro": 17, @@ -260,16 +260,16 @@ "yellow eyes": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709862281.9727173", - "ss_training_started_at": "1709853429.483196", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709862281.9727173, + "ss_training_started_at": 1709853429.483196, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "54d41eed", "sshs_model_hash": "85c05f805e176caddd4fe84089a16f0839c6fa41d765574c516eadf184508986" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/ramona-v1e400_th-3.12_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/ramona-v1e400_th-3.12_fro_ckpt1.00_size16.0.json index e8436bf5f95883da03f8a5e4442d5e0ca02a4844..cc0595ee290577ddc9f5d30e8b0b1821f02a819b 100644 --- a/ponyxl_loras_shrunk/ramona-v1e400_th-3.12_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/ramona-v1e400_th-3.12_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009014919414838549 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_ramona": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "1680991587", - "ss_session_id": "460352434", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1680991587, + "ss_session_id": 460352434, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_ramona": { "anthro": 17, @@ -260,16 +260,16 @@ "yellow eyes": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709862281.9727173", - "ss_training_started_at": "1709853429.483196", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709862281.9727173, + "ss_training_started_at": 1709853429.483196, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "54d41eed", "sshs_model_hash": "85c05f805e176caddd4fe84089a16f0839c6fa41d765574c516eadf184508986" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/ramona-v1e400_th-3.16_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/ramona-v1e400_th-3.16_fro_ckpt1.00_size18.0.json index e8436bf5f95883da03f8a5e4442d5e0ca02a4844..cc0595ee290577ddc9f5d30e8b0b1821f02a819b 100644 --- a/ponyxl_loras_shrunk/ramona-v1e400_th-3.16_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/ramona-v1e400_th-3.16_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009014919414838549 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_ramona": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "1680991587", - "ss_session_id": "460352434", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1680991587, + "ss_session_id": 460352434, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_ramona": { "anthro": 17, @@ -260,16 +260,16 @@ "yellow eyes": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709862281.9727173", - "ss_training_started_at": "1709853429.483196", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709862281.9727173, + "ss_training_started_at": 1709853429.483196, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "54d41eed", "sshs_model_hash": "85c05f805e176caddd4fe84089a16f0839c6fa41d765574c516eadf184508986" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/ramona-v1e400_th-3.20_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/ramona-v1e400_th-3.20_fro_ckpt1.00_size20.0.json index e8436bf5f95883da03f8a5e4442d5e0ca02a4844..cc0595ee290577ddc9f5d30e8b0b1821f02a819b 100644 --- a/ponyxl_loras_shrunk/ramona-v1e400_th-3.20_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/ramona-v1e400_th-3.20_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009014919414838549 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_ramona": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "1680991587", - "ss_session_id": "460352434", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1680991587, + "ss_session_id": 460352434, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_ramona": { "anthro": 17, @@ -260,16 +260,16 @@ "yellow eyes": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709862281.9727173", - "ss_training_started_at": "1709853429.483196", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709862281.9727173, + "ss_training_started_at": 1709853429.483196, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "54d41eed", "sshs_model_hash": "85c05f805e176caddd4fe84089a16f0839c6fa41d765574c516eadf184508986" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/ramona-v1e400_th-3.23_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/ramona-v1e400_th-3.23_fro_ckpt1.00_size22.0.json index e8436bf5f95883da03f8a5e4442d5e0ca02a4844..cc0595ee290577ddc9f5d30e8b0b1821f02a819b 100644 --- a/ponyxl_loras_shrunk/ramona-v1e400_th-3.23_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/ramona-v1e400_th-3.23_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009014919414838549 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_ramona": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "1680991587", - "ss_session_id": "460352434", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1680991587, + "ss_session_id": 460352434, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_ramona": { "anthro": 17, @@ -260,16 +260,16 @@ "yellow eyes": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709862281.9727173", - "ss_training_started_at": "1709853429.483196", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709862281.9727173, + "ss_training_started_at": 1709853429.483196, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "54d41eed", "sshs_model_hash": "85c05f805e176caddd4fe84089a16f0839c6fa41d765574c516eadf184508986" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/ramona-v1e400_th-3.26_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/ramona-v1e400_th-3.26_fro_ckpt1.00_size24.0.json index e8436bf5f95883da03f8a5e4442d5e0ca02a4844..cc0595ee290577ddc9f5d30e8b0b1821f02a819b 100644 --- a/ponyxl_loras_shrunk/ramona-v1e400_th-3.26_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/ramona-v1e400_th-3.26_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009014919414838549 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_ramona": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "1680991587", - "ss_session_id": "460352434", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1680991587, + "ss_session_id": 460352434, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_ramona": { "anthro": 17, @@ -260,16 +260,16 @@ "yellow eyes": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709862281.9727173", - "ss_training_started_at": "1709853429.483196", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709862281.9727173, + "ss_training_started_at": 1709853429.483196, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "54d41eed", "sshs_model_hash": "85c05f805e176caddd4fe84089a16f0839c6fa41d765574c516eadf184508986" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/ramona-v1e400_th-3.38_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/ramona-v1e400_th-3.38_fro_ckpt1.00_size32.0.json index e8436bf5f95883da03f8a5e4442d5e0ca02a4844..cc0595ee290577ddc9f5d30e8b0b1821f02a819b 100644 --- a/ponyxl_loras_shrunk/ramona-v1e400_th-3.38_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/ramona-v1e400_th-3.38_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009014919414838549 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_ramona": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -129,29 +129,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb", - "ss_seed": "1680991587", - "ss_session_id": "460352434", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1680991587, + "ss_session_id": 460352434, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_ramona": { "anthro": 17, @@ -260,16 +260,16 @@ "yellow eyes": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_todo_factor": "2.0", - "ss_todo_max_downsample": "2", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709862281.9727173", - "ss_training_started_at": "1709853429.483196", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_todo_factor": 2.0, + "ss_todo_max_downsample": 2, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709862281.9727173, + "ss_training_started_at": 1709853429.483196, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "54d41eed", "sshs_model_hash": "85c05f805e176caddd4fe84089a16f0839c6fa41d765574c516eadf184508986" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e400_th-0.81_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/realistic-v4e400_th-0.81_spn_lora0.50_spn_ckpt0.50_size4.0.json index 6a5565f5d703e4a91efc16034a76cca6109faadd..665545514328e8a1bfe7ca1538c0f9477c5534d8 100644 --- a/ponyxl_loras_shrunk/realistic-v4e400_th-0.81_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e400_th-0.81_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713197437.101527", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713197437.101527, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "e5f4867cdc89ededf28d0f0edc1ca7cb8e6f6ba4cd59365224c18affb76a83fc" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e400_th-1.08_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/realistic-v4e400_th-1.08_spn_lora0.50_spn_ckpt0.50_size8.0.json index 6a5565f5d703e4a91efc16034a76cca6109faadd..665545514328e8a1bfe7ca1538c0f9477c5534d8 100644 --- a/ponyxl_loras_shrunk/realistic-v4e400_th-1.08_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e400_th-1.08_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713197437.101527", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713197437.101527, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "e5f4867cdc89ededf28d0f0edc1ca7cb8e6f6ba4cd59365224c18affb76a83fc" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e400_th-1.24_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/realistic-v4e400_th-1.24_spn_lora0.50_spn_ckpt0.50_size12.0.json index 6a5565f5d703e4a91efc16034a76cca6109faadd..665545514328e8a1bfe7ca1538c0f9477c5534d8 100644 --- a/ponyxl_loras_shrunk/realistic-v4e400_th-1.24_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e400_th-1.24_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713197437.101527", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713197437.101527, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "e5f4867cdc89ededf28d0f0edc1ca7cb8e6f6ba4cd59365224c18affb76a83fc" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e400_th-1.50_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/realistic-v4e400_th-1.50_spn_lora0.50_spn_ckpt0.50_size24.0.json index 6a5565f5d703e4a91efc16034a76cca6109faadd..665545514328e8a1bfe7ca1538c0f9477c5534d8 100644 --- a/ponyxl_loras_shrunk/realistic-v4e400_th-1.50_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e400_th-1.50_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713197437.101527", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713197437.101527, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "e5f4867cdc89ededf28d0f0edc1ca7cb8e6f6ba4cd59365224c18affb76a83fc" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e400_th-1.56_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/realistic-v4e400_th-1.56_spn_ckpt1.00_size4.0.json index 6a5565f5d703e4a91efc16034a76cca6109faadd..665545514328e8a1bfe7ca1538c0f9477c5534d8 100644 --- a/ponyxl_loras_shrunk/realistic-v4e400_th-1.56_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e400_th-1.56_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713197437.101527", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713197437.101527, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "e5f4867cdc89ededf28d0f0edc1ca7cb8e6f6ba4cd59365224c18affb76a83fc" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e400_th-1.63_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/realistic-v4e400_th-1.63_spn_lora0.50_spn_ckpt0.50_size32.0.json index 6a5565f5d703e4a91efc16034a76cca6109faadd..665545514328e8a1bfe7ca1538c0f9477c5534d8 100644 --- a/ponyxl_loras_shrunk/realistic-v4e400_th-1.63_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e400_th-1.63_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713197437.101527", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713197437.101527, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "e5f4867cdc89ededf28d0f0edc1ca7cb8e6f6ba4cd59365224c18affb76a83fc" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e400_th-1.86_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/realistic-v4e400_th-1.86_spn_ckpt1.00_size8.0.json index 6a5565f5d703e4a91efc16034a76cca6109faadd..665545514328e8a1bfe7ca1538c0f9477c5534d8 100644 --- a/ponyxl_loras_shrunk/realistic-v4e400_th-1.86_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e400_th-1.86_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713197437.101527", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713197437.101527, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "e5f4867cdc89ededf28d0f0edc1ca7cb8e6f6ba4cd59365224c18affb76a83fc" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e400_th-2.02_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/realistic-v4e400_th-2.02_spn_ckpt1.00_size12.0.json index 6a5565f5d703e4a91efc16034a76cca6109faadd..665545514328e8a1bfe7ca1538c0f9477c5534d8 100644 --- a/ponyxl_loras_shrunk/realistic-v4e400_th-2.02_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e400_th-2.02_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713197437.101527", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713197437.101527, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "e5f4867cdc89ededf28d0f0edc1ca7cb8e6f6ba4cd59365224c18affb76a83fc" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e400_th-2.07_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/realistic-v4e400_th-2.07_spn_ckpt1.00_size14.0.json index 6a5565f5d703e4a91efc16034a76cca6109faadd..665545514328e8a1bfe7ca1538c0f9477c5534d8 100644 --- a/ponyxl_loras_shrunk/realistic-v4e400_th-2.07_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e400_th-2.07_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713197437.101527", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713197437.101527, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "e5f4867cdc89ededf28d0f0edc1ca7cb8e6f6ba4cd59365224c18affb76a83fc" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e400_th-2.12_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/realistic-v4e400_th-2.12_spn_ckpt1.00_size16.0.json index 6a5565f5d703e4a91efc16034a76cca6109faadd..665545514328e8a1bfe7ca1538c0f9477c5534d8 100644 --- a/ponyxl_loras_shrunk/realistic-v4e400_th-2.12_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e400_th-2.12_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713197437.101527", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713197437.101527, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "e5f4867cdc89ededf28d0f0edc1ca7cb8e6f6ba4cd59365224c18affb76a83fc" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e400_th-2.16_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/realistic-v4e400_th-2.16_spn_ckpt1.00_size18.0.json index 6a5565f5d703e4a91efc16034a76cca6109faadd..665545514328e8a1bfe7ca1538c0f9477c5534d8 100644 --- a/ponyxl_loras_shrunk/realistic-v4e400_th-2.16_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e400_th-2.16_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713197437.101527", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713197437.101527, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "e5f4867cdc89ededf28d0f0edc1ca7cb8e6f6ba4cd59365224c18affb76a83fc" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e400_th-2.20_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/realistic-v4e400_th-2.20_spn_ckpt1.00_size20.0.json index 6a5565f5d703e4a91efc16034a76cca6109faadd..665545514328e8a1bfe7ca1538c0f9477c5534d8 100644 --- a/ponyxl_loras_shrunk/realistic-v4e400_th-2.20_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e400_th-2.20_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713197437.101527", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713197437.101527, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "e5f4867cdc89ededf28d0f0edc1ca7cb8e6f6ba4cd59365224c18affb76a83fc" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e400_th-2.23_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/realistic-v4e400_th-2.23_spn_ckpt1.00_size22.0.json index 6a5565f5d703e4a91efc16034a76cca6109faadd..665545514328e8a1bfe7ca1538c0f9477c5534d8 100644 --- a/ponyxl_loras_shrunk/realistic-v4e400_th-2.23_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e400_th-2.23_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713197437.101527", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713197437.101527, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "e5f4867cdc89ededf28d0f0edc1ca7cb8e6f6ba4cd59365224c18affb76a83fc" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e400_th-2.27_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/realistic-v4e400_th-2.27_spn_ckpt1.00_size24.0.json index 6a5565f5d703e4a91efc16034a76cca6109faadd..665545514328e8a1bfe7ca1538c0f9477c5534d8 100644 --- a/ponyxl_loras_shrunk/realistic-v4e400_th-2.27_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e400_th-2.27_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713197437.101527", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713197437.101527, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "e5f4867cdc89ededf28d0f0edc1ca7cb8e6f6ba4cd59365224c18affb76a83fc" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e400_th-2.39_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/realistic-v4e400_th-2.39_spn_ckpt1.00_size32.0.json index 6a5565f5d703e4a91efc16034a76cca6109faadd..665545514328e8a1bfe7ca1538c0f9477c5534d8 100644 --- a/ponyxl_loras_shrunk/realistic-v4e400_th-2.39_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e400_th-2.39_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713197437.101527", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713197437.101527, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "e5f4867cdc89ededf28d0f0edc1ca7cb8e6f6ba4cd59365224c18affb76a83fc" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e400_th-2.46_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/realistic-v4e400_th-2.46_fro_ckpt1.00_size4.0.json index 6a5565f5d703e4a91efc16034a76cca6109faadd..665545514328e8a1bfe7ca1538c0f9477c5534d8 100644 --- a/ponyxl_loras_shrunk/realistic-v4e400_th-2.46_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e400_th-2.46_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713197437.101527", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713197437.101527, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "e5f4867cdc89ededf28d0f0edc1ca7cb8e6f6ba4cd59365224c18affb76a83fc" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e400_th-2.78_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/realistic-v4e400_th-2.78_fro_ckpt1.00_size8.0.json index 6a5565f5d703e4a91efc16034a76cca6109faadd..665545514328e8a1bfe7ca1538c0f9477c5534d8 100644 --- a/ponyxl_loras_shrunk/realistic-v4e400_th-2.78_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e400_th-2.78_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713197437.101527", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713197437.101527, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "e5f4867cdc89ededf28d0f0edc1ca7cb8e6f6ba4cd59365224c18affb76a83fc" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e400_th-2.94_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/realistic-v4e400_th-2.94_fro_ckpt1.00_size12.0.json index 6a5565f5d703e4a91efc16034a76cca6109faadd..665545514328e8a1bfe7ca1538c0f9477c5534d8 100644 --- a/ponyxl_loras_shrunk/realistic-v4e400_th-2.94_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e400_th-2.94_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713197437.101527", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713197437.101527, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "e5f4867cdc89ededf28d0f0edc1ca7cb8e6f6ba4cd59365224c18affb76a83fc" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e400_th-2.99_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/realistic-v4e400_th-2.99_fro_ckpt1.00_size14.0.json index 6a5565f5d703e4a91efc16034a76cca6109faadd..665545514328e8a1bfe7ca1538c0f9477c5534d8 100644 --- a/ponyxl_loras_shrunk/realistic-v4e400_th-2.99_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e400_th-2.99_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713197437.101527", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713197437.101527, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "e5f4867cdc89ededf28d0f0edc1ca7cb8e6f6ba4cd59365224c18affb76a83fc" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e400_th-3.04_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/realistic-v4e400_th-3.04_fro_ckpt1.00_size16.0.json index 6a5565f5d703e4a91efc16034a76cca6109faadd..665545514328e8a1bfe7ca1538c0f9477c5534d8 100644 --- a/ponyxl_loras_shrunk/realistic-v4e400_th-3.04_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e400_th-3.04_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713197437.101527", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713197437.101527, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "e5f4867cdc89ededf28d0f0edc1ca7cb8e6f6ba4cd59365224c18affb76a83fc" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e400_th-3.08_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/realistic-v4e400_th-3.08_fro_ckpt1.00_size18.0.json index 6a5565f5d703e4a91efc16034a76cca6109faadd..665545514328e8a1bfe7ca1538c0f9477c5534d8 100644 --- a/ponyxl_loras_shrunk/realistic-v4e400_th-3.08_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e400_th-3.08_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713197437.101527", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713197437.101527, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "e5f4867cdc89ededf28d0f0edc1ca7cb8e6f6ba4cd59365224c18affb76a83fc" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e400_th-3.12_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/realistic-v4e400_th-3.12_fro_ckpt1.00_size20.0.json index 6a5565f5d703e4a91efc16034a76cca6109faadd..665545514328e8a1bfe7ca1538c0f9477c5534d8 100644 --- a/ponyxl_loras_shrunk/realistic-v4e400_th-3.12_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e400_th-3.12_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713197437.101527", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713197437.101527, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "e5f4867cdc89ededf28d0f0edc1ca7cb8e6f6ba4cd59365224c18affb76a83fc" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e400_th-3.15_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/realistic-v4e400_th-3.15_fro_ckpt1.00_size22.0.json index 6a5565f5d703e4a91efc16034a76cca6109faadd..665545514328e8a1bfe7ca1538c0f9477c5534d8 100644 --- a/ponyxl_loras_shrunk/realistic-v4e400_th-3.15_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e400_th-3.15_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713197437.101527", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713197437.101527, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "e5f4867cdc89ededf28d0f0edc1ca7cb8e6f6ba4cd59365224c18affb76a83fc" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e400_th-3.19_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/realistic-v4e400_th-3.19_fro_ckpt1.00_size24.0.json index 6a5565f5d703e4a91efc16034a76cca6109faadd..665545514328e8a1bfe7ca1538c0f9477c5534d8 100644 --- a/ponyxl_loras_shrunk/realistic-v4e400_th-3.19_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e400_th-3.19_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713197437.101527", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713197437.101527, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "e5f4867cdc89ededf28d0f0edc1ca7cb8e6f6ba4cd59365224c18affb76a83fc" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e400_th-3.31_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/realistic-v4e400_th-3.31_fro_ckpt1.00_size32.0.json index 6a5565f5d703e4a91efc16034a76cca6109faadd..665545514328e8a1bfe7ca1538c0f9477c5534d8 100644 --- a/ponyxl_loras_shrunk/realistic-v4e400_th-3.31_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e400_th-3.31_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713197437.101527", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713197437.101527, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "e5f4867cdc89ededf28d0f0edc1ca7cb8e6f6ba4cd59365224c18affb76a83fc" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e500_th-0.81_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/realistic-v4e500_th-0.81_spn_lora0.50_spn_ckpt0.50_size4.0.json index a9319a897aa4b8f19501ffa5e7aba0bbf54e4844..57b25e10e97ff21d8599864b63b463d6a2688d96 100644 --- a/ponyxl_loras_shrunk/realistic-v4e500_th-0.81_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e500_th-0.81_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713202258.9480286", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713202258.9480286, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "870d533d4c34e43c640d482daedf73e60e6bf969d372c051c7aa2fc70b429b60" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e500_th-1.08_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/realistic-v4e500_th-1.08_spn_lora0.50_spn_ckpt0.50_size8.0.json index a9319a897aa4b8f19501ffa5e7aba0bbf54e4844..57b25e10e97ff21d8599864b63b463d6a2688d96 100644 --- a/ponyxl_loras_shrunk/realistic-v4e500_th-1.08_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e500_th-1.08_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713202258.9480286", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713202258.9480286, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "870d533d4c34e43c640d482daedf73e60e6bf969d372c051c7aa2fc70b429b60" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e500_th-1.24_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/realistic-v4e500_th-1.24_spn_lora0.50_spn_ckpt0.50_size12.0.json index a9319a897aa4b8f19501ffa5e7aba0bbf54e4844..57b25e10e97ff21d8599864b63b463d6a2688d96 100644 --- a/ponyxl_loras_shrunk/realistic-v4e500_th-1.24_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e500_th-1.24_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713202258.9480286", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713202258.9480286, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "870d533d4c34e43c640d482daedf73e60e6bf969d372c051c7aa2fc70b429b60" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e500_th-1.50_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/realistic-v4e500_th-1.50_spn_lora0.50_spn_ckpt0.50_size24.0.json index a9319a897aa4b8f19501ffa5e7aba0bbf54e4844..57b25e10e97ff21d8599864b63b463d6a2688d96 100644 --- a/ponyxl_loras_shrunk/realistic-v4e500_th-1.50_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e500_th-1.50_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713202258.9480286", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713202258.9480286, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "870d533d4c34e43c640d482daedf73e60e6bf969d372c051c7aa2fc70b429b60" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e500_th-1.56_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/realistic-v4e500_th-1.56_spn_ckpt1.00_size4.0.json index a9319a897aa4b8f19501ffa5e7aba0bbf54e4844..57b25e10e97ff21d8599864b63b463d6a2688d96 100644 --- a/ponyxl_loras_shrunk/realistic-v4e500_th-1.56_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e500_th-1.56_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713202258.9480286", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713202258.9480286, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "870d533d4c34e43c640d482daedf73e60e6bf969d372c051c7aa2fc70b429b60" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e500_th-1.63_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/realistic-v4e500_th-1.63_spn_lora0.50_spn_ckpt0.50_size32.0.json index a9319a897aa4b8f19501ffa5e7aba0bbf54e4844..57b25e10e97ff21d8599864b63b463d6a2688d96 100644 --- a/ponyxl_loras_shrunk/realistic-v4e500_th-1.63_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e500_th-1.63_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713202258.9480286", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713202258.9480286, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "870d533d4c34e43c640d482daedf73e60e6bf969d372c051c7aa2fc70b429b60" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e500_th-1.86_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/realistic-v4e500_th-1.86_spn_ckpt1.00_size8.0.json index a9319a897aa4b8f19501ffa5e7aba0bbf54e4844..57b25e10e97ff21d8599864b63b463d6a2688d96 100644 --- a/ponyxl_loras_shrunk/realistic-v4e500_th-1.86_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e500_th-1.86_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713202258.9480286", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713202258.9480286, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "870d533d4c34e43c640d482daedf73e60e6bf969d372c051c7aa2fc70b429b60" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e500_th-2.01_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/realistic-v4e500_th-2.01_spn_ckpt1.00_size12.0.json index a9319a897aa4b8f19501ffa5e7aba0bbf54e4844..57b25e10e97ff21d8599864b63b463d6a2688d96 100644 --- a/ponyxl_loras_shrunk/realistic-v4e500_th-2.01_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e500_th-2.01_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713202258.9480286", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713202258.9480286, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "870d533d4c34e43c640d482daedf73e60e6bf969d372c051c7aa2fc70b429b60" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e500_th-2.06_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/realistic-v4e500_th-2.06_spn_ckpt1.00_size14.0.json index a9319a897aa4b8f19501ffa5e7aba0bbf54e4844..57b25e10e97ff21d8599864b63b463d6a2688d96 100644 --- a/ponyxl_loras_shrunk/realistic-v4e500_th-2.06_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e500_th-2.06_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713202258.9480286", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713202258.9480286, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "870d533d4c34e43c640d482daedf73e60e6bf969d372c051c7aa2fc70b429b60" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e500_th-2.12_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/realistic-v4e500_th-2.12_spn_ckpt1.00_size16.0.json index a9319a897aa4b8f19501ffa5e7aba0bbf54e4844..57b25e10e97ff21d8599864b63b463d6a2688d96 100644 --- a/ponyxl_loras_shrunk/realistic-v4e500_th-2.12_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e500_th-2.12_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713202258.9480286", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713202258.9480286, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "870d533d4c34e43c640d482daedf73e60e6bf969d372c051c7aa2fc70b429b60" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e500_th-2.15_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/realistic-v4e500_th-2.15_spn_ckpt1.00_size18.0.json index a9319a897aa4b8f19501ffa5e7aba0bbf54e4844..57b25e10e97ff21d8599864b63b463d6a2688d96 100644 --- a/ponyxl_loras_shrunk/realistic-v4e500_th-2.15_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e500_th-2.15_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713202258.9480286", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713202258.9480286, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "870d533d4c34e43c640d482daedf73e60e6bf969d372c051c7aa2fc70b429b60" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e500_th-2.20_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/realistic-v4e500_th-2.20_spn_ckpt1.00_size20.0.json index a9319a897aa4b8f19501ffa5e7aba0bbf54e4844..57b25e10e97ff21d8599864b63b463d6a2688d96 100644 --- a/ponyxl_loras_shrunk/realistic-v4e500_th-2.20_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e500_th-2.20_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713202258.9480286", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713202258.9480286, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "870d533d4c34e43c640d482daedf73e60e6bf969d372c051c7aa2fc70b429b60" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e500_th-2.23_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/realistic-v4e500_th-2.23_spn_ckpt1.00_size22.0.json index a9319a897aa4b8f19501ffa5e7aba0bbf54e4844..57b25e10e97ff21d8599864b63b463d6a2688d96 100644 --- a/ponyxl_loras_shrunk/realistic-v4e500_th-2.23_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e500_th-2.23_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713202258.9480286", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713202258.9480286, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "870d533d4c34e43c640d482daedf73e60e6bf969d372c051c7aa2fc70b429b60" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e500_th-2.26_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/realistic-v4e500_th-2.26_spn_ckpt1.00_size24.0.json index a9319a897aa4b8f19501ffa5e7aba0bbf54e4844..57b25e10e97ff21d8599864b63b463d6a2688d96 100644 --- a/ponyxl_loras_shrunk/realistic-v4e500_th-2.26_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e500_th-2.26_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713202258.9480286", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713202258.9480286, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "870d533d4c34e43c640d482daedf73e60e6bf969d372c051c7aa2fc70b429b60" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e500_th-2.39_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/realistic-v4e500_th-2.39_spn_ckpt1.00_size32.0.json index a9319a897aa4b8f19501ffa5e7aba0bbf54e4844..57b25e10e97ff21d8599864b63b463d6a2688d96 100644 --- a/ponyxl_loras_shrunk/realistic-v4e500_th-2.39_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e500_th-2.39_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713202258.9480286", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713202258.9480286, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "870d533d4c34e43c640d482daedf73e60e6bf969d372c051c7aa2fc70b429b60" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e500_th-2.46_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/realistic-v4e500_th-2.46_fro_ckpt1.00_size4.0.json index a9319a897aa4b8f19501ffa5e7aba0bbf54e4844..57b25e10e97ff21d8599864b63b463d6a2688d96 100644 --- a/ponyxl_loras_shrunk/realistic-v4e500_th-2.46_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e500_th-2.46_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713202258.9480286", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713202258.9480286, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "870d533d4c34e43c640d482daedf73e60e6bf969d372c051c7aa2fc70b429b60" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e500_th-2.77_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/realistic-v4e500_th-2.77_fro_ckpt1.00_size8.0.json index a9319a897aa4b8f19501ffa5e7aba0bbf54e4844..57b25e10e97ff21d8599864b63b463d6a2688d96 100644 --- a/ponyxl_loras_shrunk/realistic-v4e500_th-2.77_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e500_th-2.77_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713202258.9480286", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713202258.9480286, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "870d533d4c34e43c640d482daedf73e60e6bf969d372c051c7aa2fc70b429b60" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e500_th-2.94_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/realistic-v4e500_th-2.94_fro_ckpt1.00_size12.0.json index a9319a897aa4b8f19501ffa5e7aba0bbf54e4844..57b25e10e97ff21d8599864b63b463d6a2688d96 100644 --- a/ponyxl_loras_shrunk/realistic-v4e500_th-2.94_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e500_th-2.94_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713202258.9480286", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713202258.9480286, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "870d533d4c34e43c640d482daedf73e60e6bf969d372c051c7aa2fc70b429b60" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e500_th-2.99_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/realistic-v4e500_th-2.99_fro_ckpt1.00_size14.0.json index a9319a897aa4b8f19501ffa5e7aba0bbf54e4844..57b25e10e97ff21d8599864b63b463d6a2688d96 100644 --- a/ponyxl_loras_shrunk/realistic-v4e500_th-2.99_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e500_th-2.99_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713202258.9480286", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713202258.9480286, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "870d533d4c34e43c640d482daedf73e60e6bf969d372c051c7aa2fc70b429b60" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e500_th-3.04_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/realistic-v4e500_th-3.04_fro_ckpt1.00_size16.0.json index a9319a897aa4b8f19501ffa5e7aba0bbf54e4844..57b25e10e97ff21d8599864b63b463d6a2688d96 100644 --- a/ponyxl_loras_shrunk/realistic-v4e500_th-3.04_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e500_th-3.04_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713202258.9480286", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713202258.9480286, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "870d533d4c34e43c640d482daedf73e60e6bf969d372c051c7aa2fc70b429b60" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e500_th-3.08_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/realistic-v4e500_th-3.08_fro_ckpt1.00_size18.0.json index a9319a897aa4b8f19501ffa5e7aba0bbf54e4844..57b25e10e97ff21d8599864b63b463d6a2688d96 100644 --- a/ponyxl_loras_shrunk/realistic-v4e500_th-3.08_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e500_th-3.08_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713202258.9480286", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713202258.9480286, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "870d533d4c34e43c640d482daedf73e60e6bf969d372c051c7aa2fc70b429b60" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e500_th-3.12_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/realistic-v4e500_th-3.12_fro_ckpt1.00_size20.0.json index a9319a897aa4b8f19501ffa5e7aba0bbf54e4844..57b25e10e97ff21d8599864b63b463d6a2688d96 100644 --- a/ponyxl_loras_shrunk/realistic-v4e500_th-3.12_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e500_th-3.12_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713202258.9480286", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713202258.9480286, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "870d533d4c34e43c640d482daedf73e60e6bf969d372c051c7aa2fc70b429b60" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e500_th-3.15_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/realistic-v4e500_th-3.15_fro_ckpt1.00_size22.0.json index a9319a897aa4b8f19501ffa5e7aba0bbf54e4844..57b25e10e97ff21d8599864b63b463d6a2688d96 100644 --- a/ponyxl_loras_shrunk/realistic-v4e500_th-3.15_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e500_th-3.15_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713202258.9480286", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713202258.9480286, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "870d533d4c34e43c640d482daedf73e60e6bf969d372c051c7aa2fc70b429b60" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e500_th-3.19_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/realistic-v4e500_th-3.19_fro_ckpt1.00_size24.0.json index a9319a897aa4b8f19501ffa5e7aba0bbf54e4844..57b25e10e97ff21d8599864b63b463d6a2688d96 100644 --- a/ponyxl_loras_shrunk/realistic-v4e500_th-3.19_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e500_th-3.19_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713202258.9480286", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713202258.9480286, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "870d533d4c34e43c640d482daedf73e60e6bf969d372c051c7aa2fc70b429b60" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/realistic-v4e500_th-3.31_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/realistic-v4e500_th-3.31_fro_ckpt1.00_size32.0.json index a9319a897aa4b8f19501ffa5e7aba0bbf54e4844..57b25e10e97ff21d8599864b63b463d6a2688d96 100644 --- a/ponyxl_loras_shrunk/realistic-v4e500_th-3.31_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/realistic-v4e500_th-3.31_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,13 +91,13 @@ }, "mean_img_ar_error": 0.020568318007143906 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 72, @@ -108,34 +108,34 @@ "n_repeats": 5 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -151,30 +151,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "9", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "97", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 9, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 97, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1416142701", - "ss_session_id": "1056494249", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1416142701, + "ss_session_id": 1056494249, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -882,14 +882,14 @@ "the texture is intricate and detailed showcasing natural patterns and the mesmerizing beauty of nature.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713202258.9480286", - "ss_training_started_at": "1713178193.914402", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713202258.9480286, + "ss_training_started_at": 1713178193.914402, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d1020633", "sshs_model_hash": "870d533d4c34e43c640d482daedf73e60e6bf969d372c051c7aa2fc70b429b60" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skecchiart-v1e134_th-0.92_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/skecchiart-v1e134_th-0.92_spn_lora0.50_spn_ckpt0.50_size4.0.json index 9639be013e8ad07efcf887aa17327e8f419df600..bcda29868a7fc8d1d36363093d5b8a1e80d412c0 100644 --- a/ponyxl_loras_shrunk/skecchiart-v1e134_th-0.92_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/skecchiart-v1e134_th-0.92_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.014900770720208872 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skecchiart": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "1693036129", - "ss_session_id": "378284849", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 1693036129, + "ss_session_id": 378284849, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_skecchiart": { "1boy": 9, @@ -723,14 +723,14 @@ "zettai ryouiki": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706526465.006298", - "ss_training_started_at": "1706516575.3100648", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706526465.006298, + "ss_training_started_at": 1706516575.3100648, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "96c7a6b3", "sshs_model_hash": "7c635635624e2cb0b3e1df2f8387d830288136f208df147f729807b5173d07f6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skecchiart-v1e134_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/skecchiart-v1e134_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json index 9639be013e8ad07efcf887aa17327e8f419df600..bcda29868a7fc8d1d36363093d5b8a1e80d412c0 100644 --- a/ponyxl_loras_shrunk/skecchiart-v1e134_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/skecchiart-v1e134_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.014900770720208872 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skecchiart": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "1693036129", - "ss_session_id": "378284849", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 1693036129, + "ss_session_id": 378284849, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_skecchiart": { "1boy": 9, @@ -723,14 +723,14 @@ "zettai ryouiki": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706526465.006298", - "ss_training_started_at": "1706516575.3100648", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706526465.006298, + "ss_training_started_at": 1706516575.3100648, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "96c7a6b3", "sshs_model_hash": "7c635635624e2cb0b3e1df2f8387d830288136f208df147f729807b5173d07f6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skecchiart-v1e134_th-1.25_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/skecchiart-v1e134_th-1.25_spn_lora0.50_spn_ckpt0.50_size12.0.json index 9639be013e8ad07efcf887aa17327e8f419df600..bcda29868a7fc8d1d36363093d5b8a1e80d412c0 100644 --- a/ponyxl_loras_shrunk/skecchiart-v1e134_th-1.25_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/skecchiart-v1e134_th-1.25_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.014900770720208872 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skecchiart": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "1693036129", - "ss_session_id": "378284849", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 1693036129, + "ss_session_id": 378284849, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_skecchiart": { "1boy": 9, @@ -723,14 +723,14 @@ "zettai ryouiki": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706526465.006298", - "ss_training_started_at": "1706516575.3100648", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706526465.006298, + "ss_training_started_at": 1706516575.3100648, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "96c7a6b3", "sshs_model_hash": "7c635635624e2cb0b3e1df2f8387d830288136f208df147f729807b5173d07f6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skecchiart-v1e134_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/skecchiart-v1e134_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json index 9639be013e8ad07efcf887aa17327e8f419df600..bcda29868a7fc8d1d36363093d5b8a1e80d412c0 100644 --- a/ponyxl_loras_shrunk/skecchiart-v1e134_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/skecchiart-v1e134_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.014900770720208872 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skecchiart": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "1693036129", - "ss_session_id": "378284849", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 1693036129, + "ss_session_id": 378284849, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_skecchiart": { "1boy": 9, @@ -723,14 +723,14 @@ "zettai ryouiki": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706526465.006298", - "ss_training_started_at": "1706516575.3100648", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706526465.006298, + "ss_training_started_at": 1706516575.3100648, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "96c7a6b3", "sshs_model_hash": "7c635635624e2cb0b3e1df2f8387d830288136f208df147f729807b5173d07f6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skecchiart-v1e134_th-1.55_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/skecchiart-v1e134_th-1.55_spn_lora0.50_spn_ckpt0.50_size32.0.json index 9639be013e8ad07efcf887aa17327e8f419df600..bcda29868a7fc8d1d36363093d5b8a1e80d412c0 100644 --- a/ponyxl_loras_shrunk/skecchiart-v1e134_th-1.55_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/skecchiart-v1e134_th-1.55_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.014900770720208872 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skecchiart": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "1693036129", - "ss_session_id": "378284849", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 1693036129, + "ss_session_id": 378284849, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_skecchiart": { "1boy": 9, @@ -723,14 +723,14 @@ "zettai ryouiki": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706526465.006298", - "ss_training_started_at": "1706516575.3100648", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706526465.006298, + "ss_training_started_at": 1706516575.3100648, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "96c7a6b3", "sshs_model_hash": "7c635635624e2cb0b3e1df2f8387d830288136f208df147f729807b5173d07f6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skecchiart-v1e134_th-1.74_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/skecchiart-v1e134_th-1.74_spn_ckpt1.00_size4.0.json index 9639be013e8ad07efcf887aa17327e8f419df600..bcda29868a7fc8d1d36363093d5b8a1e80d412c0 100644 --- a/ponyxl_loras_shrunk/skecchiart-v1e134_th-1.74_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/skecchiart-v1e134_th-1.74_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.014900770720208872 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skecchiart": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "1693036129", - "ss_session_id": "378284849", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 1693036129, + "ss_session_id": 378284849, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_skecchiart": { "1boy": 9, @@ -723,14 +723,14 @@ "zettai ryouiki": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706526465.006298", - "ss_training_started_at": "1706516575.3100648", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706526465.006298, + "ss_training_started_at": 1706516575.3100648, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "96c7a6b3", "sshs_model_hash": "7c635635624e2cb0b3e1df2f8387d830288136f208df147f729807b5173d07f6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.01_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.01_spn_ckpt1.00_size8.0.json index 9639be013e8ad07efcf887aa17327e8f419df600..bcda29868a7fc8d1d36363093d5b8a1e80d412c0 100644 --- a/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.01_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.01_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.014900770720208872 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skecchiart": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "1693036129", - "ss_session_id": "378284849", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 1693036129, + "ss_session_id": 378284849, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_skecchiart": { "1boy": 9, @@ -723,14 +723,14 @@ "zettai ryouiki": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706526465.006298", - "ss_training_started_at": "1706516575.3100648", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706526465.006298, + "ss_training_started_at": 1706516575.3100648, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "96c7a6b3", "sshs_model_hash": "7c635635624e2cb0b3e1df2f8387d830288136f208df147f729807b5173d07f6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.14_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.14_spn_ckpt1.00_size12.0.json index 9639be013e8ad07efcf887aa17327e8f419df600..bcda29868a7fc8d1d36363093d5b8a1e80d412c0 100644 --- a/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.14_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.14_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.014900770720208872 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skecchiart": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "1693036129", - "ss_session_id": "378284849", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 1693036129, + "ss_session_id": 378284849, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_skecchiart": { "1boy": 9, @@ -723,14 +723,14 @@ "zettai ryouiki": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706526465.006298", - "ss_training_started_at": "1706516575.3100648", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706526465.006298, + "ss_training_started_at": 1706516575.3100648, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "96c7a6b3", "sshs_model_hash": "7c635635624e2cb0b3e1df2f8387d830288136f208df147f729807b5173d07f6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.19_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.19_spn_ckpt1.00_size14.0.json index 9639be013e8ad07efcf887aa17327e8f419df600..bcda29868a7fc8d1d36363093d5b8a1e80d412c0 100644 --- a/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.19_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.19_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.014900770720208872 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skecchiart": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "1693036129", - "ss_session_id": "378284849", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 1693036129, + "ss_session_id": 378284849, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_skecchiart": { "1boy": 9, @@ -723,14 +723,14 @@ "zettai ryouiki": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706526465.006298", - "ss_training_started_at": "1706516575.3100648", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706526465.006298, + "ss_training_started_at": 1706516575.3100648, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "96c7a6b3", "sshs_model_hash": "7c635635624e2cb0b3e1df2f8387d830288136f208df147f729807b5173d07f6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.23_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.23_spn_ckpt1.00_size16.0.json index 9639be013e8ad07efcf887aa17327e8f419df600..bcda29868a7fc8d1d36363093d5b8a1e80d412c0 100644 --- a/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.23_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.23_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.014900770720208872 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skecchiart": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "1693036129", - "ss_session_id": "378284849", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 1693036129, + "ss_session_id": 378284849, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_skecchiart": { "1boy": 9, @@ -723,14 +723,14 @@ "zettai ryouiki": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706526465.006298", - "ss_training_started_at": "1706516575.3100648", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706526465.006298, + "ss_training_started_at": 1706516575.3100648, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "96c7a6b3", "sshs_model_hash": "7c635635624e2cb0b3e1df2f8387d830288136f208df147f729807b5173d07f6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.27_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.27_spn_ckpt1.00_size18.0.json index 9639be013e8ad07efcf887aa17327e8f419df600..bcda29868a7fc8d1d36363093d5b8a1e80d412c0 100644 --- a/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.27_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.27_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.014900770720208872 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skecchiart": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "1693036129", - "ss_session_id": "378284849", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 1693036129, + "ss_session_id": 378284849, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_skecchiart": { "1boy": 9, @@ -723,14 +723,14 @@ "zettai ryouiki": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706526465.006298", - "ss_training_started_at": "1706516575.3100648", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706526465.006298, + "ss_training_started_at": 1706516575.3100648, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "96c7a6b3", "sshs_model_hash": "7c635635624e2cb0b3e1df2f8387d830288136f208df147f729807b5173d07f6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.31_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.31_spn_ckpt1.00_size20.0.json index 9639be013e8ad07efcf887aa17327e8f419df600..bcda29868a7fc8d1d36363093d5b8a1e80d412c0 100644 --- a/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.31_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.31_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.014900770720208872 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skecchiart": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "1693036129", - "ss_session_id": "378284849", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 1693036129, + "ss_session_id": 378284849, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_skecchiart": { "1boy": 9, @@ -723,14 +723,14 @@ "zettai ryouiki": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706526465.006298", - "ss_training_started_at": "1706516575.3100648", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706526465.006298, + "ss_training_started_at": 1706516575.3100648, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "96c7a6b3", "sshs_model_hash": "7c635635624e2cb0b3e1df2f8387d830288136f208df147f729807b5173d07f6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.34_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.34_spn_ckpt1.00_size22.0.json index 9639be013e8ad07efcf887aa17327e8f419df600..bcda29868a7fc8d1d36363093d5b8a1e80d412c0 100644 --- a/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.34_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.34_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.014900770720208872 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skecchiart": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "1693036129", - "ss_session_id": "378284849", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 1693036129, + "ss_session_id": 378284849, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_skecchiart": { "1boy": 9, @@ -723,14 +723,14 @@ "zettai ryouiki": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706526465.006298", - "ss_training_started_at": "1706516575.3100648", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706526465.006298, + "ss_training_started_at": 1706516575.3100648, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "96c7a6b3", "sshs_model_hash": "7c635635624e2cb0b3e1df2f8387d830288136f208df147f729807b5173d07f6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.38_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.38_spn_ckpt1.00_size24.0.json index 9639be013e8ad07efcf887aa17327e8f419df600..bcda29868a7fc8d1d36363093d5b8a1e80d412c0 100644 --- a/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.38_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.38_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.014900770720208872 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skecchiart": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "1693036129", - "ss_session_id": "378284849", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 1693036129, + "ss_session_id": 378284849, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_skecchiart": { "1boy": 9, @@ -723,14 +723,14 @@ "zettai ryouiki": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706526465.006298", - "ss_training_started_at": "1706516575.3100648", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706526465.006298, + "ss_training_started_at": 1706516575.3100648, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "96c7a6b3", "sshs_model_hash": "7c635635624e2cb0b3e1df2f8387d830288136f208df147f729807b5173d07f6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.52_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.52_spn_ckpt1.00_size32.0.json index 9639be013e8ad07efcf887aa17327e8f419df600..bcda29868a7fc8d1d36363093d5b8a1e80d412c0 100644 --- a/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.52_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.52_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.014900770720208872 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skecchiart": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "1693036129", - "ss_session_id": "378284849", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 1693036129, + "ss_session_id": 378284849, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_skecchiart": { "1boy": 9, @@ -723,14 +723,14 @@ "zettai ryouiki": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706526465.006298", - "ss_training_started_at": "1706516575.3100648", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706526465.006298, + "ss_training_started_at": 1706516575.3100648, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "96c7a6b3", "sshs_model_hash": "7c635635624e2cb0b3e1df2f8387d830288136f208df147f729807b5173d07f6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.66_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.66_fro_ckpt1.00_size4.0.json index 9639be013e8ad07efcf887aa17327e8f419df600..bcda29868a7fc8d1d36363093d5b8a1e80d412c0 100644 --- a/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.66_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.66_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.014900770720208872 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skecchiart": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "1693036129", - "ss_session_id": "378284849", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 1693036129, + "ss_session_id": 378284849, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_skecchiart": { "1boy": 9, @@ -723,14 +723,14 @@ "zettai ryouiki": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706526465.006298", - "ss_training_started_at": "1706516575.3100648", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706526465.006298, + "ss_training_started_at": 1706516575.3100648, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "96c7a6b3", "sshs_model_hash": "7c635635624e2cb0b3e1df2f8387d830288136f208df147f729807b5173d07f6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.96_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.96_fro_ckpt1.00_size8.0.json index 9639be013e8ad07efcf887aa17327e8f419df600..bcda29868a7fc8d1d36363093d5b8a1e80d412c0 100644 --- a/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.96_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/skecchiart-v1e134_th-2.96_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.014900770720208872 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skecchiart": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "1693036129", - "ss_session_id": "378284849", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 1693036129, + "ss_session_id": 378284849, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_skecchiart": { "1boy": 9, @@ -723,14 +723,14 @@ "zettai ryouiki": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706526465.006298", - "ss_training_started_at": "1706516575.3100648", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706526465.006298, + "ss_training_started_at": 1706516575.3100648, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "96c7a6b3", "sshs_model_hash": "7c635635624e2cb0b3e1df2f8387d830288136f208df147f729807b5173d07f6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.10_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.10_fro_ckpt1.00_size12.0.json index 9639be013e8ad07efcf887aa17327e8f419df600..bcda29868a7fc8d1d36363093d5b8a1e80d412c0 100644 --- a/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.10_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.10_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.014900770720208872 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skecchiart": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "1693036129", - "ss_session_id": "378284849", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 1693036129, + "ss_session_id": 378284849, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_skecchiart": { "1boy": 9, @@ -723,14 +723,14 @@ "zettai ryouiki": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706526465.006298", - "ss_training_started_at": "1706516575.3100648", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706526465.006298, + "ss_training_started_at": 1706516575.3100648, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "96c7a6b3", "sshs_model_hash": "7c635635624e2cb0b3e1df2f8387d830288136f208df147f729807b5173d07f6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.15_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.15_fro_ckpt1.00_size14.0.json index 9639be013e8ad07efcf887aa17327e8f419df600..bcda29868a7fc8d1d36363093d5b8a1e80d412c0 100644 --- a/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.15_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.15_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.014900770720208872 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skecchiart": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "1693036129", - "ss_session_id": "378284849", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 1693036129, + "ss_session_id": 378284849, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_skecchiart": { "1boy": 9, @@ -723,14 +723,14 @@ "zettai ryouiki": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706526465.006298", - "ss_training_started_at": "1706516575.3100648", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706526465.006298, + "ss_training_started_at": 1706516575.3100648, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "96c7a6b3", "sshs_model_hash": "7c635635624e2cb0b3e1df2f8387d830288136f208df147f729807b5173d07f6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.19_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.19_fro_ckpt1.00_size16.0.json index 9639be013e8ad07efcf887aa17327e8f419df600..bcda29868a7fc8d1d36363093d5b8a1e80d412c0 100644 --- a/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.19_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.19_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.014900770720208872 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skecchiart": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "1693036129", - "ss_session_id": "378284849", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 1693036129, + "ss_session_id": 378284849, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_skecchiart": { "1boy": 9, @@ -723,14 +723,14 @@ "zettai ryouiki": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706526465.006298", - "ss_training_started_at": "1706516575.3100648", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706526465.006298, + "ss_training_started_at": 1706516575.3100648, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "96c7a6b3", "sshs_model_hash": "7c635635624e2cb0b3e1df2f8387d830288136f208df147f729807b5173d07f6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.22_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.22_fro_ckpt1.00_size18.0.json index 9639be013e8ad07efcf887aa17327e8f419df600..bcda29868a7fc8d1d36363093d5b8a1e80d412c0 100644 --- a/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.22_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.22_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.014900770720208872 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skecchiart": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "1693036129", - "ss_session_id": "378284849", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 1693036129, + "ss_session_id": 378284849, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_skecchiart": { "1boy": 9, @@ -723,14 +723,14 @@ "zettai ryouiki": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706526465.006298", - "ss_training_started_at": "1706516575.3100648", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706526465.006298, + "ss_training_started_at": 1706516575.3100648, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "96c7a6b3", "sshs_model_hash": "7c635635624e2cb0b3e1df2f8387d830288136f208df147f729807b5173d07f6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.25_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.25_fro_ckpt1.00_size20.0.json index 9639be013e8ad07efcf887aa17327e8f419df600..bcda29868a7fc8d1d36363093d5b8a1e80d412c0 100644 --- a/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.25_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.25_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.014900770720208872 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skecchiart": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "1693036129", - "ss_session_id": "378284849", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 1693036129, + "ss_session_id": 378284849, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_skecchiart": { "1boy": 9, @@ -723,14 +723,14 @@ "zettai ryouiki": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706526465.006298", - "ss_training_started_at": "1706516575.3100648", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706526465.006298, + "ss_training_started_at": 1706516575.3100648, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "96c7a6b3", "sshs_model_hash": "7c635635624e2cb0b3e1df2f8387d830288136f208df147f729807b5173d07f6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.28_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.28_fro_ckpt1.00_size22.0.json index 9639be013e8ad07efcf887aa17327e8f419df600..bcda29868a7fc8d1d36363093d5b8a1e80d412c0 100644 --- a/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.28_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.28_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.014900770720208872 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skecchiart": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "1693036129", - "ss_session_id": "378284849", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 1693036129, + "ss_session_id": 378284849, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_skecchiart": { "1boy": 9, @@ -723,14 +723,14 @@ "zettai ryouiki": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706526465.006298", - "ss_training_started_at": "1706516575.3100648", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706526465.006298, + "ss_training_started_at": 1706516575.3100648, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "96c7a6b3", "sshs_model_hash": "7c635635624e2cb0b3e1df2f8387d830288136f208df147f729807b5173d07f6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.31_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.31_fro_ckpt1.00_size24.0.json index 9639be013e8ad07efcf887aa17327e8f419df600..bcda29868a7fc8d1d36363093d5b8a1e80d412c0 100644 --- a/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.31_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.31_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.014900770720208872 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skecchiart": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "1693036129", - "ss_session_id": "378284849", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 1693036129, + "ss_session_id": 378284849, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_skecchiart": { "1boy": 9, @@ -723,14 +723,14 @@ "zettai ryouiki": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706526465.006298", - "ss_training_started_at": "1706516575.3100648", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706526465.006298, + "ss_training_started_at": 1706516575.3100648, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "96c7a6b3", "sshs_model_hash": "7c635635624e2cb0b3e1df2f8387d830288136f208df147f729807b5173d07f6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.42_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.42_fro_ckpt1.00_size32.0.json index 9639be013e8ad07efcf887aa17327e8f419df600..bcda29868a7fc8d1d36363093d5b8a1e80d412c0 100644 --- a/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.42_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/skecchiart-v1e134_th-3.42_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -112,43 +112,43 @@ }, "mean_img_ar_error": 0.014900770720208872 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skecchiart": { "img_count": 49, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "134", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 134, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -162,29 +162,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "25", - "ss_num_epochs": "134", - "ss_num_reg_images": "0", - "ss_num_train_images": "49", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 25, + "ss_num_epochs": 134, + "ss_num_reg_images": 0, + "ss_num_train_images": 49, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "1693036129", - "ss_session_id": "378284849", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 1693036129, + "ss_session_id": 378284849, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_skecchiart": { "1boy": 9, @@ -723,14 +723,14 @@ "zettai ryouiki": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706526465.006298", - "ss_training_started_at": "1706516575.3100648", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706526465.006298, + "ss_training_started_at": 1706516575.3100648, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "96c7a6b3", "sshs_model_hash": "7c635635624e2cb0b3e1df2f8387d830288136f208df147f729807b5173d07f6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skiltaire-v1e400_th-0.93_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/skiltaire-v1e400_th-0.93_spn_lora0.50_spn_ckpt0.50_size4.0.json index 8dc523e8c62a437acca85a1e77ccd69903f56990..0f51294d6a0598bdd317305754efed2a9399b7dc 100644 --- a/ponyxl_loras_shrunk/skiltaire-v1e400_th-0.93_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/skiltaire-v1e400_th-0.93_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.009239595789332025 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skiltaire": { "img_count": 38, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "38", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 38, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "2530317836", - "ss_session_id": "2421916701", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2530317836, + "ss_session_id": 2421916701, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_skiltaire": { "against surface": 1, @@ -376,14 +376,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708721026.08415", - "ss_training_started_at": "1708703861.218462", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708721026.08415, + "ss_training_started_at": 1708703861.218462, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e0c44ceb", "sshs_model_hash": "0fc461705ce91a0d7e945c25fcc2b8ddb8745a732daa204135adc18113f5d2ba" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skiltaire-v1e400_th-1.11_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/skiltaire-v1e400_th-1.11_spn_lora0.50_spn_ckpt0.50_size8.0.json index 8dc523e8c62a437acca85a1e77ccd69903f56990..0f51294d6a0598bdd317305754efed2a9399b7dc 100644 --- a/ponyxl_loras_shrunk/skiltaire-v1e400_th-1.11_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/skiltaire-v1e400_th-1.11_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.009239595789332025 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skiltaire": { "img_count": 38, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "38", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 38, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "2530317836", - "ss_session_id": "2421916701", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2530317836, + "ss_session_id": 2421916701, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_skiltaire": { "against surface": 1, @@ -376,14 +376,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708721026.08415", - "ss_training_started_at": "1708703861.218462", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708721026.08415, + "ss_training_started_at": 1708703861.218462, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e0c44ceb", "sshs_model_hash": "0fc461705ce91a0d7e945c25fcc2b8ddb8745a732daa204135adc18113f5d2ba" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skiltaire-v1e400_th-1.21_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/skiltaire-v1e400_th-1.21_spn_lora0.50_spn_ckpt0.50_size12.0.json index 8dc523e8c62a437acca85a1e77ccd69903f56990..0f51294d6a0598bdd317305754efed2a9399b7dc 100644 --- a/ponyxl_loras_shrunk/skiltaire-v1e400_th-1.21_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/skiltaire-v1e400_th-1.21_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.009239595789332025 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skiltaire": { "img_count": 38, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "38", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 38, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "2530317836", - "ss_session_id": "2421916701", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2530317836, + "ss_session_id": 2421916701, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_skiltaire": { "against surface": 1, @@ -376,14 +376,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708721026.08415", - "ss_training_started_at": "1708703861.218462", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708721026.08415, + "ss_training_started_at": 1708703861.218462, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e0c44ceb", "sshs_model_hash": "0fc461705ce91a0d7e945c25fcc2b8ddb8745a732daa204135adc18113f5d2ba" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skiltaire-v1e400_th-1.40_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/skiltaire-v1e400_th-1.40_spn_lora0.50_spn_ckpt0.50_size24.0.json index 8dc523e8c62a437acca85a1e77ccd69903f56990..0f51294d6a0598bdd317305754efed2a9399b7dc 100644 --- a/ponyxl_loras_shrunk/skiltaire-v1e400_th-1.40_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/skiltaire-v1e400_th-1.40_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.009239595789332025 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skiltaire": { "img_count": 38, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "38", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 38, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "2530317836", - "ss_session_id": "2421916701", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2530317836, + "ss_session_id": 2421916701, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_skiltaire": { "against surface": 1, @@ -376,14 +376,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708721026.08415", - "ss_training_started_at": "1708703861.218462", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708721026.08415, + "ss_training_started_at": 1708703861.218462, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e0c44ceb", "sshs_model_hash": "0fc461705ce91a0d7e945c25fcc2b8ddb8745a732daa204135adc18113f5d2ba" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skiltaire-v1e400_th-1.52_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/skiltaire-v1e400_th-1.52_spn_lora0.50_spn_ckpt0.50_size32.0.json index 8dc523e8c62a437acca85a1e77ccd69903f56990..0f51294d6a0598bdd317305754efed2a9399b7dc 100644 --- a/ponyxl_loras_shrunk/skiltaire-v1e400_th-1.52_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/skiltaire-v1e400_th-1.52_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.009239595789332025 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skiltaire": { "img_count": 38, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "38", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 38, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "2530317836", - "ss_session_id": "2421916701", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2530317836, + "ss_session_id": 2421916701, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_skiltaire": { "against surface": 1, @@ -376,14 +376,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708721026.08415", - "ss_training_started_at": "1708703861.218462", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708721026.08415, + "ss_training_started_at": 1708703861.218462, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e0c44ceb", "sshs_model_hash": "0fc461705ce91a0d7e945c25fcc2b8ddb8745a732daa204135adc18113f5d2ba" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skiltaire-v1e400_th-1.72_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/skiltaire-v1e400_th-1.72_spn_ckpt1.00_size4.0.json index 8dc523e8c62a437acca85a1e77ccd69903f56990..0f51294d6a0598bdd317305754efed2a9399b7dc 100644 --- a/ponyxl_loras_shrunk/skiltaire-v1e400_th-1.72_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/skiltaire-v1e400_th-1.72_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.009239595789332025 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skiltaire": { "img_count": 38, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "38", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 38, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "2530317836", - "ss_session_id": "2421916701", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2530317836, + "ss_session_id": 2421916701, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_skiltaire": { "against surface": 1, @@ -376,14 +376,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708721026.08415", - "ss_training_started_at": "1708703861.218462", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708721026.08415, + "ss_training_started_at": 1708703861.218462, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e0c44ceb", "sshs_model_hash": "0fc461705ce91a0d7e945c25fcc2b8ddb8745a732daa204135adc18113f5d2ba" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skiltaire-v1e400_th-1.94_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/skiltaire-v1e400_th-1.94_spn_ckpt1.00_size8.0.json index 8dc523e8c62a437acca85a1e77ccd69903f56990..0f51294d6a0598bdd317305754efed2a9399b7dc 100644 --- a/ponyxl_loras_shrunk/skiltaire-v1e400_th-1.94_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/skiltaire-v1e400_th-1.94_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.009239595789332025 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skiltaire": { "img_count": 38, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "38", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 38, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "2530317836", - "ss_session_id": "2421916701", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2530317836, + "ss_session_id": 2421916701, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_skiltaire": { "against surface": 1, @@ -376,14 +376,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708721026.08415", - "ss_training_started_at": "1708703861.218462", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708721026.08415, + "ss_training_started_at": 1708703861.218462, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e0c44ceb", "sshs_model_hash": "0fc461705ce91a0d7e945c25fcc2b8ddb8745a732daa204135adc18113f5d2ba" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.07_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.07_spn_ckpt1.00_size12.0.json index 8dc523e8c62a437acca85a1e77ccd69903f56990..0f51294d6a0598bdd317305754efed2a9399b7dc 100644 --- a/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.07_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.07_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.009239595789332025 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skiltaire": { "img_count": 38, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "38", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 38, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "2530317836", - "ss_session_id": "2421916701", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2530317836, + "ss_session_id": 2421916701, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_skiltaire": { "against surface": 1, @@ -376,14 +376,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708721026.08415", - "ss_training_started_at": "1708703861.218462", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708721026.08415, + "ss_training_started_at": 1708703861.218462, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e0c44ceb", "sshs_model_hash": "0fc461705ce91a0d7e945c25fcc2b8ddb8745a732daa204135adc18113f5d2ba" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.11_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.11_spn_ckpt1.00_size14.0.json index 8dc523e8c62a437acca85a1e77ccd69903f56990..0f51294d6a0598bdd317305754efed2a9399b7dc 100644 --- a/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.11_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.11_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.009239595789332025 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skiltaire": { "img_count": 38, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "38", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 38, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "2530317836", - "ss_session_id": "2421916701", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2530317836, + "ss_session_id": 2421916701, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_skiltaire": { "against surface": 1, @@ -376,14 +376,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708721026.08415", - "ss_training_started_at": "1708703861.218462", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708721026.08415, + "ss_training_started_at": 1708703861.218462, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e0c44ceb", "sshs_model_hash": "0fc461705ce91a0d7e945c25fcc2b8ddb8745a732daa204135adc18113f5d2ba" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.16_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.16_spn_ckpt1.00_size16.0.json index 8dc523e8c62a437acca85a1e77ccd69903f56990..0f51294d6a0598bdd317305754efed2a9399b7dc 100644 --- a/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.16_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.16_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.009239595789332025 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skiltaire": { "img_count": 38, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "38", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 38, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "2530317836", - "ss_session_id": "2421916701", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2530317836, + "ss_session_id": 2421916701, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_skiltaire": { "against surface": 1, @@ -376,14 +376,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708721026.08415", - "ss_training_started_at": "1708703861.218462", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708721026.08415, + "ss_training_started_at": 1708703861.218462, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e0c44ceb", "sshs_model_hash": "0fc461705ce91a0d7e945c25fcc2b8ddb8745a732daa204135adc18113f5d2ba" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.20_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.20_spn_ckpt1.00_size18.0.json index 8dc523e8c62a437acca85a1e77ccd69903f56990..0f51294d6a0598bdd317305754efed2a9399b7dc 100644 --- a/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.20_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.20_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.009239595789332025 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skiltaire": { "img_count": 38, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "38", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 38, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "2530317836", - "ss_session_id": "2421916701", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2530317836, + "ss_session_id": 2421916701, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_skiltaire": { "against surface": 1, @@ -376,14 +376,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708721026.08415", - "ss_training_started_at": "1708703861.218462", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708721026.08415, + "ss_training_started_at": 1708703861.218462, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e0c44ceb", "sshs_model_hash": "0fc461705ce91a0d7e945c25fcc2b8ddb8745a732daa204135adc18113f5d2ba" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.23_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.23_spn_ckpt1.00_size20.0.json index 8dc523e8c62a437acca85a1e77ccd69903f56990..0f51294d6a0598bdd317305754efed2a9399b7dc 100644 --- a/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.23_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.23_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.009239595789332025 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skiltaire": { "img_count": 38, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "38", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 38, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "2530317836", - "ss_session_id": "2421916701", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2530317836, + "ss_session_id": 2421916701, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_skiltaire": { "against surface": 1, @@ -376,14 +376,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708721026.08415", - "ss_training_started_at": "1708703861.218462", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708721026.08415, + "ss_training_started_at": 1708703861.218462, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e0c44ceb", "sshs_model_hash": "0fc461705ce91a0d7e945c25fcc2b8ddb8745a732daa204135adc18113f5d2ba" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.27_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.27_spn_ckpt1.00_size22.0.json index 8dc523e8c62a437acca85a1e77ccd69903f56990..0f51294d6a0598bdd317305754efed2a9399b7dc 100644 --- a/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.27_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.27_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.009239595789332025 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skiltaire": { "img_count": 38, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "38", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 38, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "2530317836", - "ss_session_id": "2421916701", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2530317836, + "ss_session_id": 2421916701, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_skiltaire": { "against surface": 1, @@ -376,14 +376,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708721026.08415", - "ss_training_started_at": "1708703861.218462", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708721026.08415, + "ss_training_started_at": 1708703861.218462, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e0c44ceb", "sshs_model_hash": "0fc461705ce91a0d7e945c25fcc2b8ddb8745a732daa204135adc18113f5d2ba" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.30_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.30_spn_ckpt1.00_size24.0.json index 8dc523e8c62a437acca85a1e77ccd69903f56990..0f51294d6a0598bdd317305754efed2a9399b7dc 100644 --- a/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.30_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.30_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.009239595789332025 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skiltaire": { "img_count": 38, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "38", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 38, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "2530317836", - "ss_session_id": "2421916701", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2530317836, + "ss_session_id": 2421916701, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_skiltaire": { "against surface": 1, @@ -376,14 +376,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708721026.08415", - "ss_training_started_at": "1708703861.218462", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708721026.08415, + "ss_training_started_at": 1708703861.218462, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e0c44ceb", "sshs_model_hash": "0fc461705ce91a0d7e945c25fcc2b8ddb8745a732daa204135adc18113f5d2ba" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.44_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.44_spn_ckpt1.00_size32.0.json index 8dc523e8c62a437acca85a1e77ccd69903f56990..0f51294d6a0598bdd317305754efed2a9399b7dc 100644 --- a/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.44_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.44_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.009239595789332025 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skiltaire": { "img_count": 38, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "38", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 38, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "2530317836", - "ss_session_id": "2421916701", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2530317836, + "ss_session_id": 2421916701, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_skiltaire": { "against surface": 1, @@ -376,14 +376,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708721026.08415", - "ss_training_started_at": "1708703861.218462", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708721026.08415, + "ss_training_started_at": 1708703861.218462, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e0c44ceb", "sshs_model_hash": "0fc461705ce91a0d7e945c25fcc2b8ddb8745a732daa204135adc18113f5d2ba" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.67_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.67_fro_ckpt1.00_size4.0.json index 8dc523e8c62a437acca85a1e77ccd69903f56990..0f51294d6a0598bdd317305754efed2a9399b7dc 100644 --- a/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.67_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.67_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.009239595789332025 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skiltaire": { "img_count": 38, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "38", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 38, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "2530317836", - "ss_session_id": "2421916701", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2530317836, + "ss_session_id": 2421916701, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_skiltaire": { "against surface": 1, @@ -376,14 +376,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708721026.08415", - "ss_training_started_at": "1708703861.218462", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708721026.08415, + "ss_training_started_at": 1708703861.218462, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e0c44ceb", "sshs_model_hash": "0fc461705ce91a0d7e945c25fcc2b8ddb8745a732daa204135adc18113f5d2ba" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.88_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.88_fro_ckpt1.00_size8.0.json index 8dc523e8c62a437acca85a1e77ccd69903f56990..0f51294d6a0598bdd317305754efed2a9399b7dc 100644 --- a/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.88_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/skiltaire-v1e400_th-2.88_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.009239595789332025 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skiltaire": { "img_count": 38, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "38", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 38, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "2530317836", - "ss_session_id": "2421916701", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2530317836, + "ss_session_id": 2421916701, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_skiltaire": { "against surface": 1, @@ -376,14 +376,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708721026.08415", - "ss_training_started_at": "1708703861.218462", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708721026.08415, + "ss_training_started_at": 1708703861.218462, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e0c44ceb", "sshs_model_hash": "0fc461705ce91a0d7e945c25fcc2b8ddb8745a732daa204135adc18113f5d2ba" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.01_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.01_fro_ckpt1.00_size12.0.json index 8dc523e8c62a437acca85a1e77ccd69903f56990..0f51294d6a0598bdd317305754efed2a9399b7dc 100644 --- a/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.01_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.01_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.009239595789332025 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skiltaire": { "img_count": 38, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "38", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 38, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "2530317836", - "ss_session_id": "2421916701", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2530317836, + "ss_session_id": 2421916701, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_skiltaire": { "against surface": 1, @@ -376,14 +376,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708721026.08415", - "ss_training_started_at": "1708703861.218462", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708721026.08415, + "ss_training_started_at": 1708703861.218462, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e0c44ceb", "sshs_model_hash": "0fc461705ce91a0d7e945c25fcc2b8ddb8745a732daa204135adc18113f5d2ba" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.06_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.06_fro_ckpt1.00_size14.0.json index 8dc523e8c62a437acca85a1e77ccd69903f56990..0f51294d6a0598bdd317305754efed2a9399b7dc 100644 --- a/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.06_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.06_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.009239595789332025 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skiltaire": { "img_count": 38, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "38", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 38, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "2530317836", - "ss_session_id": "2421916701", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2530317836, + "ss_session_id": 2421916701, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_skiltaire": { "against surface": 1, @@ -376,14 +376,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708721026.08415", - "ss_training_started_at": "1708703861.218462", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708721026.08415, + "ss_training_started_at": 1708703861.218462, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e0c44ceb", "sshs_model_hash": "0fc461705ce91a0d7e945c25fcc2b8ddb8745a732daa204135adc18113f5d2ba" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.10_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.10_fro_ckpt1.00_size16.0.json index 8dc523e8c62a437acca85a1e77ccd69903f56990..0f51294d6a0598bdd317305754efed2a9399b7dc 100644 --- a/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.10_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.10_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.009239595789332025 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skiltaire": { "img_count": 38, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "38", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 38, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "2530317836", - "ss_session_id": "2421916701", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2530317836, + "ss_session_id": 2421916701, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_skiltaire": { "against surface": 1, @@ -376,14 +376,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708721026.08415", - "ss_training_started_at": "1708703861.218462", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708721026.08415, + "ss_training_started_at": 1708703861.218462, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e0c44ceb", "sshs_model_hash": "0fc461705ce91a0d7e945c25fcc2b8ddb8745a732daa204135adc18113f5d2ba" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.14_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.14_fro_ckpt1.00_size18.0.json index 8dc523e8c62a437acca85a1e77ccd69903f56990..0f51294d6a0598bdd317305754efed2a9399b7dc 100644 --- a/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.14_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.14_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.009239595789332025 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skiltaire": { "img_count": 38, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "38", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 38, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "2530317836", - "ss_session_id": "2421916701", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2530317836, + "ss_session_id": 2421916701, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_skiltaire": { "against surface": 1, @@ -376,14 +376,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708721026.08415", - "ss_training_started_at": "1708703861.218462", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708721026.08415, + "ss_training_started_at": 1708703861.218462, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e0c44ceb", "sshs_model_hash": "0fc461705ce91a0d7e945c25fcc2b8ddb8745a732daa204135adc18113f5d2ba" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.17_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.17_fro_ckpt1.00_size20.0.json index 8dc523e8c62a437acca85a1e77ccd69903f56990..0f51294d6a0598bdd317305754efed2a9399b7dc 100644 --- a/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.17_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.17_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.009239595789332025 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skiltaire": { "img_count": 38, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "38", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 38, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "2530317836", - "ss_session_id": "2421916701", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2530317836, + "ss_session_id": 2421916701, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_skiltaire": { "against surface": 1, @@ -376,14 +376,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708721026.08415", - "ss_training_started_at": "1708703861.218462", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708721026.08415, + "ss_training_started_at": 1708703861.218462, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e0c44ceb", "sshs_model_hash": "0fc461705ce91a0d7e945c25fcc2b8ddb8745a732daa204135adc18113f5d2ba" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.21_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.21_fro_ckpt1.00_size22.0.json index 8dc523e8c62a437acca85a1e77ccd69903f56990..0f51294d6a0598bdd317305754efed2a9399b7dc 100644 --- a/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.21_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.21_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.009239595789332025 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skiltaire": { "img_count": 38, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "38", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 38, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "2530317836", - "ss_session_id": "2421916701", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2530317836, + "ss_session_id": 2421916701, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_skiltaire": { "against surface": 1, @@ -376,14 +376,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708721026.08415", - "ss_training_started_at": "1708703861.218462", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708721026.08415, + "ss_training_started_at": 1708703861.218462, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e0c44ceb", "sshs_model_hash": "0fc461705ce91a0d7e945c25fcc2b8ddb8745a732daa204135adc18113f5d2ba" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.23_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.23_fro_ckpt1.00_size24.0.json index 8dc523e8c62a437acca85a1e77ccd69903f56990..0f51294d6a0598bdd317305754efed2a9399b7dc 100644 --- a/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.23_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.23_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.009239595789332025 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skiltaire": { "img_count": 38, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "38", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 38, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "2530317836", - "ss_session_id": "2421916701", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2530317836, + "ss_session_id": 2421916701, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_skiltaire": { "against surface": 1, @@ -376,14 +376,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708721026.08415", - "ss_training_started_at": "1708703861.218462", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708721026.08415, + "ss_training_started_at": 1708703861.218462, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e0c44ceb", "sshs_model_hash": "0fc461705ce91a0d7e945c25fcc2b8ddb8745a732daa204135adc18113f5d2ba" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.35_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.35_fro_ckpt1.00_size32.0.json index 8dc523e8c62a437acca85a1e77ccd69903f56990..0f51294d6a0598bdd317305754efed2a9399b7dc 100644 --- a/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.35_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/skiltaire-v1e400_th-3.35_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.009239595789332025 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_skiltaire": { "img_count": 38, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -204,29 +204,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "10", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "38", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 10, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 38, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "2530317836", - "ss_session_id": "2421916701", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2530317836, + "ss_session_id": 2421916701, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_skiltaire": { "against surface": 1, @@ -376,14 +376,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708721026.08415", - "ss_training_started_at": "1708703861.218462", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708721026.08415, + "ss_training_started_at": 1708703861.218462, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "e0c44ceb", "sshs_model_hash": "0fc461705ce91a0d7e945c25fcc2b8ddb8745a732daa204135adc18113f5d2ba" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-0.94_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-0.94_spn_lora0.50_spn_ckpt0.50_size4.0.json index d5e78aed19e6ba39b0ac18d2384df1773d341085..fa44e3b229722418375b4fb3651a27c548cf276c 100644 --- a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-0.94_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-0.94_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "smalldom", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.04261110345560784 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_small_dom_big_sub": { "img_count": 34, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -138,30 +138,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "34", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 34, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "smalldom", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "3517259544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 3517259544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_small_dom_big_sub": { "3 toes": 4, @@ -1302,14 +1302,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714165579.6844141", - "ss_training_started_at": "1714156797.2769675", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714165579.684414, + "ss_training_started_at": 1714156797.2769675, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e24e8d7", "sshs_model_hash": "f81db12c27f86933e9b8dc1b6f7588e4a2bfc155d31b38915dba8721835044f1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-1.19_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-1.19_spn_lora0.50_spn_ckpt0.50_size8.0.json index d5e78aed19e6ba39b0ac18d2384df1773d341085..fa44e3b229722418375b4fb3651a27c548cf276c 100644 --- a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-1.19_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-1.19_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "smalldom", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.04261110345560784 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_small_dom_big_sub": { "img_count": 34, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -138,30 +138,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "34", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 34, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "smalldom", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "3517259544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 3517259544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_small_dom_big_sub": { "3 toes": 4, @@ -1302,14 +1302,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714165579.6844141", - "ss_training_started_at": "1714156797.2769675", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714165579.684414, + "ss_training_started_at": 1714156797.2769675, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e24e8d7", "sshs_model_hash": "f81db12c27f86933e9b8dc1b6f7588e4a2bfc155d31b38915dba8721835044f1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-1.28_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-1.28_spn_lora0.50_spn_ckpt0.50_size12.0.json index d5e78aed19e6ba39b0ac18d2384df1773d341085..fa44e3b229722418375b4fb3651a27c548cf276c 100644 --- a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-1.28_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-1.28_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "smalldom", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.04261110345560784 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_small_dom_big_sub": { "img_count": 34, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -138,30 +138,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "34", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 34, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "smalldom", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "3517259544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 3517259544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_small_dom_big_sub": { "3 toes": 4, @@ -1302,14 +1302,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714165579.6844141", - "ss_training_started_at": "1714156797.2769675", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714165579.684414, + "ss_training_started_at": 1714156797.2769675, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e24e8d7", "sshs_model_hash": "f81db12c27f86933e9b8dc1b6f7588e4a2bfc155d31b38915dba8721835044f1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-1.46_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-1.46_spn_lora0.50_spn_ckpt0.50_size24.0.json index d5e78aed19e6ba39b0ac18d2384df1773d341085..fa44e3b229722418375b4fb3651a27c548cf276c 100644 --- a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-1.46_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-1.46_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "smalldom", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.04261110345560784 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_small_dom_big_sub": { "img_count": 34, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -138,30 +138,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "34", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 34, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "smalldom", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "3517259544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 3517259544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_small_dom_big_sub": { "3 toes": 4, @@ -1302,14 +1302,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714165579.6844141", - "ss_training_started_at": "1714156797.2769675", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714165579.684414, + "ss_training_started_at": 1714156797.2769675, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e24e8d7", "sshs_model_hash": "f81db12c27f86933e9b8dc1b6f7588e4a2bfc155d31b38915dba8721835044f1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-1.58_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-1.58_spn_lora0.50_spn_ckpt0.50_size32.0.json index d5e78aed19e6ba39b0ac18d2384df1773d341085..fa44e3b229722418375b4fb3651a27c548cf276c 100644 --- a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-1.58_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-1.58_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "smalldom", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.04261110345560784 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_small_dom_big_sub": { "img_count": 34, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -138,30 +138,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "34", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 34, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "smalldom", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "3517259544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 3517259544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_small_dom_big_sub": { "3 toes": 4, @@ -1302,14 +1302,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714165579.6844141", - "ss_training_started_at": "1714156797.2769675", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714165579.684414, + "ss_training_started_at": 1714156797.2769675, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e24e8d7", "sshs_model_hash": "f81db12c27f86933e9b8dc1b6f7588e4a2bfc155d31b38915dba8721835044f1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-1.80_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-1.80_spn_ckpt1.00_size4.0.json index d5e78aed19e6ba39b0ac18d2384df1773d341085..fa44e3b229722418375b4fb3651a27c548cf276c 100644 --- a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-1.80_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-1.80_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "smalldom", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.04261110345560784 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_small_dom_big_sub": { "img_count": 34, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -138,30 +138,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "34", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 34, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "smalldom", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "3517259544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 3517259544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_small_dom_big_sub": { "3 toes": 4, @@ -1302,14 +1302,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714165579.6844141", - "ss_training_started_at": "1714156797.2769675", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714165579.684414, + "ss_training_started_at": 1714156797.2769675, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e24e8d7", "sshs_model_hash": "f81db12c27f86933e9b8dc1b6f7588e4a2bfc155d31b38915dba8721835044f1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.04_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.04_spn_ckpt1.00_size8.0.json index d5e78aed19e6ba39b0ac18d2384df1773d341085..fa44e3b229722418375b4fb3651a27c548cf276c 100644 --- a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.04_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.04_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "smalldom", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.04261110345560784 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_small_dom_big_sub": { "img_count": 34, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -138,30 +138,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "34", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 34, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "smalldom", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "3517259544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 3517259544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_small_dom_big_sub": { "3 toes": 4, @@ -1302,14 +1302,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714165579.6844141", - "ss_training_started_at": "1714156797.2769675", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714165579.684414, + "ss_training_started_at": 1714156797.2769675, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e24e8d7", "sshs_model_hash": "f81db12c27f86933e9b8dc1b6f7588e4a2bfc155d31b38915dba8721835044f1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.16_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.16_spn_ckpt1.00_size12.0.json index d5e78aed19e6ba39b0ac18d2384df1773d341085..fa44e3b229722418375b4fb3651a27c548cf276c 100644 --- a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.16_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.16_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "smalldom", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.04261110345560784 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_small_dom_big_sub": { "img_count": 34, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -138,30 +138,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "34", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 34, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "smalldom", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "3517259544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 3517259544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_small_dom_big_sub": { "3 toes": 4, @@ -1302,14 +1302,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714165579.6844141", - "ss_training_started_at": "1714156797.2769675", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714165579.684414, + "ss_training_started_at": 1714156797.2769675, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e24e8d7", "sshs_model_hash": "f81db12c27f86933e9b8dc1b6f7588e4a2bfc155d31b38915dba8721835044f1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.20_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.20_spn_ckpt1.00_size14.0.json index d5e78aed19e6ba39b0ac18d2384df1773d341085..fa44e3b229722418375b4fb3651a27c548cf276c 100644 --- a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.20_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.20_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "smalldom", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.04261110345560784 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_small_dom_big_sub": { "img_count": 34, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -138,30 +138,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "34", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 34, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "smalldom", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "3517259544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 3517259544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_small_dom_big_sub": { "3 toes": 4, @@ -1302,14 +1302,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714165579.6844141", - "ss_training_started_at": "1714156797.2769675", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714165579.684414, + "ss_training_started_at": 1714156797.2769675, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e24e8d7", "sshs_model_hash": "f81db12c27f86933e9b8dc1b6f7588e4a2bfc155d31b38915dba8721835044f1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.24_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.24_spn_ckpt1.00_size16.0.json index d5e78aed19e6ba39b0ac18d2384df1773d341085..fa44e3b229722418375b4fb3651a27c548cf276c 100644 --- a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.24_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.24_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "smalldom", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.04261110345560784 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_small_dom_big_sub": { "img_count": 34, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -138,30 +138,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "34", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 34, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "smalldom", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "3517259544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 3517259544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_small_dom_big_sub": { "3 toes": 4, @@ -1302,14 +1302,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714165579.6844141", - "ss_training_started_at": "1714156797.2769675", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714165579.684414, + "ss_training_started_at": 1714156797.2769675, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e24e8d7", "sshs_model_hash": "f81db12c27f86933e9b8dc1b6f7588e4a2bfc155d31b38915dba8721835044f1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.28_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.28_spn_ckpt1.00_size18.0.json index d5e78aed19e6ba39b0ac18d2384df1773d341085..fa44e3b229722418375b4fb3651a27c548cf276c 100644 --- a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.28_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.28_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "smalldom", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.04261110345560784 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_small_dom_big_sub": { "img_count": 34, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -138,30 +138,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "34", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 34, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "smalldom", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "3517259544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 3517259544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_small_dom_big_sub": { "3 toes": 4, @@ -1302,14 +1302,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714165579.6844141", - "ss_training_started_at": "1714156797.2769675", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714165579.684414, + "ss_training_started_at": 1714156797.2769675, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e24e8d7", "sshs_model_hash": "f81db12c27f86933e9b8dc1b6f7588e4a2bfc155d31b38915dba8721835044f1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.31_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.31_spn_ckpt1.00_size20.0.json index d5e78aed19e6ba39b0ac18d2384df1773d341085..fa44e3b229722418375b4fb3651a27c548cf276c 100644 --- a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.31_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.31_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "smalldom", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.04261110345560784 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_small_dom_big_sub": { "img_count": 34, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -138,30 +138,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "34", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 34, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "smalldom", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "3517259544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 3517259544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_small_dom_big_sub": { "3 toes": 4, @@ -1302,14 +1302,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714165579.6844141", - "ss_training_started_at": "1714156797.2769675", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714165579.684414, + "ss_training_started_at": 1714156797.2769675, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e24e8d7", "sshs_model_hash": "f81db12c27f86933e9b8dc1b6f7588e4a2bfc155d31b38915dba8721835044f1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.34_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.34_spn_ckpt1.00_size22.0.json index d5e78aed19e6ba39b0ac18d2384df1773d341085..fa44e3b229722418375b4fb3651a27c548cf276c 100644 --- a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.34_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.34_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "smalldom", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.04261110345560784 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_small_dom_big_sub": { "img_count": 34, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -138,30 +138,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "34", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 34, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "smalldom", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "3517259544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 3517259544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_small_dom_big_sub": { "3 toes": 4, @@ -1302,14 +1302,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714165579.6844141", - "ss_training_started_at": "1714156797.2769675", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714165579.684414, + "ss_training_started_at": 1714156797.2769675, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e24e8d7", "sshs_model_hash": "f81db12c27f86933e9b8dc1b6f7588e4a2bfc155d31b38915dba8721835044f1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.37_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.37_spn_ckpt1.00_size24.0.json index d5e78aed19e6ba39b0ac18d2384df1773d341085..fa44e3b229722418375b4fb3651a27c548cf276c 100644 --- a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.37_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.37_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "smalldom", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.04261110345560784 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_small_dom_big_sub": { "img_count": 34, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -138,30 +138,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "34", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 34, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "smalldom", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "3517259544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 3517259544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_small_dom_big_sub": { "3 toes": 4, @@ -1302,14 +1302,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714165579.6844141", - "ss_training_started_at": "1714156797.2769675", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714165579.684414, + "ss_training_started_at": 1714156797.2769675, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e24e8d7", "sshs_model_hash": "f81db12c27f86933e9b8dc1b6f7588e4a2bfc155d31b38915dba8721835044f1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.51_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.51_spn_ckpt1.00_size32.0.json index d5e78aed19e6ba39b0ac18d2384df1773d341085..fa44e3b229722418375b4fb3651a27c548cf276c 100644 --- a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.51_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.51_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "smalldom", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.04261110345560784 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_small_dom_big_sub": { "img_count": 34, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -138,30 +138,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "34", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 34, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "smalldom", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "3517259544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 3517259544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_small_dom_big_sub": { "3 toes": 4, @@ -1302,14 +1302,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714165579.6844141", - "ss_training_started_at": "1714156797.2769675", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714165579.684414, + "ss_training_started_at": 1714156797.2769675, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e24e8d7", "sshs_model_hash": "f81db12c27f86933e9b8dc1b6f7588e4a2bfc155d31b38915dba8721835044f1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.74_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.74_fro_ckpt1.00_size4.0.json index d5e78aed19e6ba39b0ac18d2384df1773d341085..fa44e3b229722418375b4fb3651a27c548cf276c 100644 --- a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.74_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-2.74_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "smalldom", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.04261110345560784 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_small_dom_big_sub": { "img_count": 34, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -138,30 +138,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "34", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 34, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "smalldom", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "3517259544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 3517259544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_small_dom_big_sub": { "3 toes": 4, @@ -1302,14 +1302,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714165579.6844141", - "ss_training_started_at": "1714156797.2769675", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714165579.684414, + "ss_training_started_at": 1714156797.2769675, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e24e8d7", "sshs_model_hash": "f81db12c27f86933e9b8dc1b6f7588e4a2bfc155d31b38915dba8721835044f1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.00_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.00_fro_ckpt1.00_size8.0.json index d5e78aed19e6ba39b0ac18d2384df1773d341085..fa44e3b229722418375b4fb3651a27c548cf276c 100644 --- a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.00_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.00_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "smalldom", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.04261110345560784 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_small_dom_big_sub": { "img_count": 34, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -138,30 +138,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "34", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 34, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "smalldom", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "3517259544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 3517259544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_small_dom_big_sub": { "3 toes": 4, @@ -1302,14 +1302,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714165579.6844141", - "ss_training_started_at": "1714156797.2769675", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714165579.684414, + "ss_training_started_at": 1714156797.2769675, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e24e8d7", "sshs_model_hash": "f81db12c27f86933e9b8dc1b6f7588e4a2bfc155d31b38915dba8721835044f1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.11_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.11_fro_ckpt1.00_size12.0.json index d5e78aed19e6ba39b0ac18d2384df1773d341085..fa44e3b229722418375b4fb3651a27c548cf276c 100644 --- a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.11_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.11_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "smalldom", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.04261110345560784 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_small_dom_big_sub": { "img_count": 34, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -138,30 +138,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "34", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 34, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "smalldom", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "3517259544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 3517259544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_small_dom_big_sub": { "3 toes": 4, @@ -1302,14 +1302,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714165579.6844141", - "ss_training_started_at": "1714156797.2769675", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714165579.684414, + "ss_training_started_at": 1714156797.2769675, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e24e8d7", "sshs_model_hash": "f81db12c27f86933e9b8dc1b6f7588e4a2bfc155d31b38915dba8721835044f1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.15_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.15_fro_ckpt1.00_size14.0.json index d5e78aed19e6ba39b0ac18d2384df1773d341085..fa44e3b229722418375b4fb3651a27c548cf276c 100644 --- a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.15_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.15_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "smalldom", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.04261110345560784 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_small_dom_big_sub": { "img_count": 34, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -138,30 +138,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "34", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 34, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "smalldom", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "3517259544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 3517259544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_small_dom_big_sub": { "3 toes": 4, @@ -1302,14 +1302,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714165579.6844141", - "ss_training_started_at": "1714156797.2769675", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714165579.684414, + "ss_training_started_at": 1714156797.2769675, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e24e8d7", "sshs_model_hash": "f81db12c27f86933e9b8dc1b6f7588e4a2bfc155d31b38915dba8721835044f1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.19_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.19_fro_ckpt1.00_size16.0.json index d5e78aed19e6ba39b0ac18d2384df1773d341085..fa44e3b229722418375b4fb3651a27c548cf276c 100644 --- a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.19_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.19_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "smalldom", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.04261110345560784 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_small_dom_big_sub": { "img_count": 34, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -138,30 +138,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "34", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 34, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "smalldom", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "3517259544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 3517259544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_small_dom_big_sub": { "3 toes": 4, @@ -1302,14 +1302,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714165579.6844141", - "ss_training_started_at": "1714156797.2769675", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714165579.684414, + "ss_training_started_at": 1714156797.2769675, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e24e8d7", "sshs_model_hash": "f81db12c27f86933e9b8dc1b6f7588e4a2bfc155d31b38915dba8721835044f1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.22_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.22_fro_ckpt1.00_size18.0.json index d5e78aed19e6ba39b0ac18d2384df1773d341085..fa44e3b229722418375b4fb3651a27c548cf276c 100644 --- a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.22_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.22_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "smalldom", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.04261110345560784 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_small_dom_big_sub": { "img_count": 34, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -138,30 +138,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "34", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 34, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "smalldom", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "3517259544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 3517259544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_small_dom_big_sub": { "3 toes": 4, @@ -1302,14 +1302,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714165579.6844141", - "ss_training_started_at": "1714156797.2769675", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714165579.684414, + "ss_training_started_at": 1714156797.2769675, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e24e8d7", "sshs_model_hash": "f81db12c27f86933e9b8dc1b6f7588e4a2bfc155d31b38915dba8721835044f1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.25_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.25_fro_ckpt1.00_size20.0.json index d5e78aed19e6ba39b0ac18d2384df1773d341085..fa44e3b229722418375b4fb3651a27c548cf276c 100644 --- a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.25_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.25_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "smalldom", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.04261110345560784 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_small_dom_big_sub": { "img_count": 34, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -138,30 +138,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "34", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 34, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "smalldom", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "3517259544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 3517259544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_small_dom_big_sub": { "3 toes": 4, @@ -1302,14 +1302,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714165579.6844141", - "ss_training_started_at": "1714156797.2769675", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714165579.684414, + "ss_training_started_at": 1714156797.2769675, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e24e8d7", "sshs_model_hash": "f81db12c27f86933e9b8dc1b6f7588e4a2bfc155d31b38915dba8721835044f1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.28_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.28_fro_ckpt1.00_size22.0.json index d5e78aed19e6ba39b0ac18d2384df1773d341085..fa44e3b229722418375b4fb3651a27c548cf276c 100644 --- a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.28_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.28_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "smalldom", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.04261110345560784 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_small_dom_big_sub": { "img_count": 34, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -138,30 +138,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "34", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 34, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "smalldom", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "3517259544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 3517259544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_small_dom_big_sub": { "3 toes": 4, @@ -1302,14 +1302,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714165579.6844141", - "ss_training_started_at": "1714156797.2769675", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714165579.684414, + "ss_training_started_at": 1714156797.2769675, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e24e8d7", "sshs_model_hash": "f81db12c27f86933e9b8dc1b6f7588e4a2bfc155d31b38915dba8721835044f1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.30_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.30_fro_ckpt1.00_size24.0.json index d5e78aed19e6ba39b0ac18d2384df1773d341085..fa44e3b229722418375b4fb3651a27c548cf276c 100644 --- a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.30_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.30_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "smalldom", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.04261110345560784 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_small_dom_big_sub": { "img_count": 34, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -138,30 +138,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "34", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 34, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "smalldom", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "3517259544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 3517259544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_small_dom_big_sub": { "3 toes": 4, @@ -1302,14 +1302,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714165579.6844141", - "ss_training_started_at": "1714156797.2769675", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714165579.684414, + "ss_training_started_at": 1714156797.2769675, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e24e8d7", "sshs_model_hash": "f81db12c27f86933e9b8dc1b6f7588e4a2bfc155d31b38915dba8721835044f1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.40_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.40_fro_ckpt1.00_size32.0.json index d5e78aed19e6ba39b0ac18d2384df1773d341085..fa44e3b229722418375b4fb3651a27c548cf276c 100644 --- a/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.40_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/small_dom_big_sub-v2e400_th-3.40_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "smalldom", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -84,47 +84,47 @@ }, "mean_img_ar_error": 0.04261110345560784 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_small_dom_big_sub": { "img_count": 34, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -138,30 +138,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "5", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "34", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 5, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 34, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "smalldom", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1040412308", - "ss_session_id": "3517259544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1040412308, + "ss_session_id": 3517259544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_small_dom_big_sub": { "3 toes": 4, @@ -1302,14 +1302,14 @@ "zzz": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714165579.6844141", - "ss_training_started_at": "1714156797.2769675", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714165579.684414, + "ss_training_started_at": 1714156797.2769675, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "1e24e8d7", "sshs_model_hash": "f81db12c27f86933e9b8dc1b6f7588e4a2bfc155d31b38915dba8721835044f1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/space-v1e500_th-0.91_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/space-v1e500_th-0.91_spn_lora0.50_spn_ckpt0.50_size4.0.json index 142304fd24b63042bb8c81cc8913ef0085b8e81e..78de014bc700c6f1b003000ae9c997269d09d0b2 100644 --- a/ponyxl_loras_shrunk/space-v1e500_th-0.91_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/space-v1e500_th-0.91_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,13 +105,13 @@ }, "mean_img_ar_error": 0.038359060063313855 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hubble": { "img_count": 30, @@ -122,34 +122,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -165,30 +165,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "683801429", - "ss_session_id": "4045678322", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 683801429, + "ss_session_id": 4045678322, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_hubble": { "a captivating view of a spiral galaxy with a luminous core and dust lanes that spiral outwards.": 1, @@ -376,14 +376,14 @@ "this visual spectacle likely captured by a space telescope offers a glimpse into the enigmatic beauty of the cosmos.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712663486.162759", - "ss_training_started_at": "1712647177.1985323", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712663486.162759, + "ss_training_started_at": 1712647177.1985323, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "93888dc3", "sshs_model_hash": "cbf1a0bcedd68017f63351ed685ac61b86d892f6f0e7a1ed76342520511bd74a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/space-v1e500_th-1.25_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/space-v1e500_th-1.25_spn_lora0.50_spn_ckpt0.50_size8.0.json index 142304fd24b63042bb8c81cc8913ef0085b8e81e..78de014bc700c6f1b003000ae9c997269d09d0b2 100644 --- a/ponyxl_loras_shrunk/space-v1e500_th-1.25_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/space-v1e500_th-1.25_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,13 +105,13 @@ }, "mean_img_ar_error": 0.038359060063313855 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hubble": { "img_count": 30, @@ -122,34 +122,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -165,30 +165,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "683801429", - "ss_session_id": "4045678322", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 683801429, + "ss_session_id": 4045678322, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_hubble": { "a captivating view of a spiral galaxy with a luminous core and dust lanes that spiral outwards.": 1, @@ -376,14 +376,14 @@ "this visual spectacle likely captured by a space telescope offers a glimpse into the enigmatic beauty of the cosmos.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712663486.162759", - "ss_training_started_at": "1712647177.1985323", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712663486.162759, + "ss_training_started_at": 1712647177.1985323, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "93888dc3", "sshs_model_hash": "cbf1a0bcedd68017f63351ed685ac61b86d892f6f0e7a1ed76342520511bd74a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/space-v1e500_th-1.41_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/space-v1e500_th-1.41_spn_lora0.50_spn_ckpt0.50_size12.0.json index 142304fd24b63042bb8c81cc8913ef0085b8e81e..78de014bc700c6f1b003000ae9c997269d09d0b2 100644 --- a/ponyxl_loras_shrunk/space-v1e500_th-1.41_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/space-v1e500_th-1.41_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,13 +105,13 @@ }, "mean_img_ar_error": 0.038359060063313855 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hubble": { "img_count": 30, @@ -122,34 +122,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -165,30 +165,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "683801429", - "ss_session_id": "4045678322", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 683801429, + "ss_session_id": 4045678322, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_hubble": { "a captivating view of a spiral galaxy with a luminous core and dust lanes that spiral outwards.": 1, @@ -376,14 +376,14 @@ "this visual spectacle likely captured by a space telescope offers a glimpse into the enigmatic beauty of the cosmos.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712663486.162759", - "ss_training_started_at": "1712647177.1985323", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712663486.162759, + "ss_training_started_at": 1712647177.1985323, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "93888dc3", "sshs_model_hash": "cbf1a0bcedd68017f63351ed685ac61b86d892f6f0e7a1ed76342520511bd74a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/space-v1e500_th-1.67_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/space-v1e500_th-1.67_spn_lora0.50_spn_ckpt0.50_size24.0.json index 142304fd24b63042bb8c81cc8913ef0085b8e81e..78de014bc700c6f1b003000ae9c997269d09d0b2 100644 --- a/ponyxl_loras_shrunk/space-v1e500_th-1.67_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/space-v1e500_th-1.67_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,13 +105,13 @@ }, "mean_img_ar_error": 0.038359060063313855 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hubble": { "img_count": 30, @@ -122,34 +122,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -165,30 +165,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "683801429", - "ss_session_id": "4045678322", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 683801429, + "ss_session_id": 4045678322, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_hubble": { "a captivating view of a spiral galaxy with a luminous core and dust lanes that spiral outwards.": 1, @@ -376,14 +376,14 @@ "this visual spectacle likely captured by a space telescope offers a glimpse into the enigmatic beauty of the cosmos.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712663486.162759", - "ss_training_started_at": "1712647177.1985323", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712663486.162759, + "ss_training_started_at": 1712647177.1985323, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "93888dc3", "sshs_model_hash": "cbf1a0bcedd68017f63351ed685ac61b86d892f6f0e7a1ed76342520511bd74a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/space-v1e500_th-1.77_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/space-v1e500_th-1.77_spn_ckpt1.00_size4.0.json index 142304fd24b63042bb8c81cc8913ef0085b8e81e..78de014bc700c6f1b003000ae9c997269d09d0b2 100644 --- a/ponyxl_loras_shrunk/space-v1e500_th-1.77_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/space-v1e500_th-1.77_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,13 +105,13 @@ }, "mean_img_ar_error": 0.038359060063313855 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hubble": { "img_count": 30, @@ -122,34 +122,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -165,30 +165,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "683801429", - "ss_session_id": "4045678322", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 683801429, + "ss_session_id": 4045678322, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_hubble": { "a captivating view of a spiral galaxy with a luminous core and dust lanes that spiral outwards.": 1, @@ -376,14 +376,14 @@ "this visual spectacle likely captured by a space telescope offers a glimpse into the enigmatic beauty of the cosmos.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712663486.162759", - "ss_training_started_at": "1712647177.1985323", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712663486.162759, + "ss_training_started_at": 1712647177.1985323, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "93888dc3", "sshs_model_hash": "cbf1a0bcedd68017f63351ed685ac61b86d892f6f0e7a1ed76342520511bd74a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/space-v1e500_th-1.79_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/space-v1e500_th-1.79_spn_lora0.50_spn_ckpt0.50_size32.0.json index 142304fd24b63042bb8c81cc8913ef0085b8e81e..78de014bc700c6f1b003000ae9c997269d09d0b2 100644 --- a/ponyxl_loras_shrunk/space-v1e500_th-1.79_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/space-v1e500_th-1.79_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,13 +105,13 @@ }, "mean_img_ar_error": 0.038359060063313855 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hubble": { "img_count": 30, @@ -122,34 +122,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -165,30 +165,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "683801429", - "ss_session_id": "4045678322", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 683801429, + "ss_session_id": 4045678322, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_hubble": { "a captivating view of a spiral galaxy with a luminous core and dust lanes that spiral outwards.": 1, @@ -376,14 +376,14 @@ "this visual spectacle likely captured by a space telescope offers a glimpse into the enigmatic beauty of the cosmos.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712663486.162759", - "ss_training_started_at": "1712647177.1985323", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712663486.162759, + "ss_training_started_at": 1712647177.1985323, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "93888dc3", "sshs_model_hash": "cbf1a0bcedd68017f63351ed685ac61b86d892f6f0e7a1ed76342520511bd74a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/space-v1e500_th-2.11_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/space-v1e500_th-2.11_spn_ckpt1.00_size8.0.json index 142304fd24b63042bb8c81cc8913ef0085b8e81e..78de014bc700c6f1b003000ae9c997269d09d0b2 100644 --- a/ponyxl_loras_shrunk/space-v1e500_th-2.11_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/space-v1e500_th-2.11_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,13 +105,13 @@ }, "mean_img_ar_error": 0.038359060063313855 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hubble": { "img_count": 30, @@ -122,34 +122,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -165,30 +165,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "683801429", - "ss_session_id": "4045678322", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 683801429, + "ss_session_id": 4045678322, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_hubble": { "a captivating view of a spiral galaxy with a luminous core and dust lanes that spiral outwards.": 1, @@ -376,14 +376,14 @@ "this visual spectacle likely captured by a space telescope offers a glimpse into the enigmatic beauty of the cosmos.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712663486.162759", - "ss_training_started_at": "1712647177.1985323", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712663486.162759, + "ss_training_started_at": 1712647177.1985323, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "93888dc3", "sshs_model_hash": "cbf1a0bcedd68017f63351ed685ac61b86d892f6f0e7a1ed76342520511bd74a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/space-v1e500_th-2.27_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/space-v1e500_th-2.27_spn_ckpt1.00_size12.0.json index 142304fd24b63042bb8c81cc8913ef0085b8e81e..78de014bc700c6f1b003000ae9c997269d09d0b2 100644 --- a/ponyxl_loras_shrunk/space-v1e500_th-2.27_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/space-v1e500_th-2.27_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,13 +105,13 @@ }, "mean_img_ar_error": 0.038359060063313855 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hubble": { "img_count": 30, @@ -122,34 +122,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -165,30 +165,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "683801429", - "ss_session_id": "4045678322", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 683801429, + "ss_session_id": 4045678322, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_hubble": { "a captivating view of a spiral galaxy with a luminous core and dust lanes that spiral outwards.": 1, @@ -376,14 +376,14 @@ "this visual spectacle likely captured by a space telescope offers a glimpse into the enigmatic beauty of the cosmos.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712663486.162759", - "ss_training_started_at": "1712647177.1985323", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712663486.162759, + "ss_training_started_at": 1712647177.1985323, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "93888dc3", "sshs_model_hash": "cbf1a0bcedd68017f63351ed685ac61b86d892f6f0e7a1ed76342520511bd74a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/space-v1e500_th-2.31_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/space-v1e500_th-2.31_spn_ckpt1.00_size14.0.json index 142304fd24b63042bb8c81cc8913ef0085b8e81e..78de014bc700c6f1b003000ae9c997269d09d0b2 100644 --- a/ponyxl_loras_shrunk/space-v1e500_th-2.31_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/space-v1e500_th-2.31_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,13 +105,13 @@ }, "mean_img_ar_error": 0.038359060063313855 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hubble": { "img_count": 30, @@ -122,34 +122,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -165,30 +165,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "683801429", - "ss_session_id": "4045678322", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 683801429, + "ss_session_id": 4045678322, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_hubble": { "a captivating view of a spiral galaxy with a luminous core and dust lanes that spiral outwards.": 1, @@ -376,14 +376,14 @@ "this visual spectacle likely captured by a space telescope offers a glimpse into the enigmatic beauty of the cosmos.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712663486.162759", - "ss_training_started_at": "1712647177.1985323", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712663486.162759, + "ss_training_started_at": 1712647177.1985323, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "93888dc3", "sshs_model_hash": "cbf1a0bcedd68017f63351ed685ac61b86d892f6f0e7a1ed76342520511bd74a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/space-v1e500_th-2.36_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/space-v1e500_th-2.36_spn_ckpt1.00_size16.0.json index 142304fd24b63042bb8c81cc8913ef0085b8e81e..78de014bc700c6f1b003000ae9c997269d09d0b2 100644 --- a/ponyxl_loras_shrunk/space-v1e500_th-2.36_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/space-v1e500_th-2.36_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,13 +105,13 @@ }, "mean_img_ar_error": 0.038359060063313855 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hubble": { "img_count": 30, @@ -122,34 +122,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -165,30 +165,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "683801429", - "ss_session_id": "4045678322", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 683801429, + "ss_session_id": 4045678322, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_hubble": { "a captivating view of a spiral galaxy with a luminous core and dust lanes that spiral outwards.": 1, @@ -376,14 +376,14 @@ "this visual spectacle likely captured by a space telescope offers a glimpse into the enigmatic beauty of the cosmos.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712663486.162759", - "ss_training_started_at": "1712647177.1985323", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712663486.162759, + "ss_training_started_at": 1712647177.1985323, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "93888dc3", "sshs_model_hash": "cbf1a0bcedd68017f63351ed685ac61b86d892f6f0e7a1ed76342520511bd74a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/space-v1e500_th-2.41_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/space-v1e500_th-2.41_spn_ckpt1.00_size18.0.json index 142304fd24b63042bb8c81cc8913ef0085b8e81e..78de014bc700c6f1b003000ae9c997269d09d0b2 100644 --- a/ponyxl_loras_shrunk/space-v1e500_th-2.41_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/space-v1e500_th-2.41_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,13 +105,13 @@ }, "mean_img_ar_error": 0.038359060063313855 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hubble": { "img_count": 30, @@ -122,34 +122,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -165,30 +165,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "683801429", - "ss_session_id": "4045678322", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 683801429, + "ss_session_id": 4045678322, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_hubble": { "a captivating view of a spiral galaxy with a luminous core and dust lanes that spiral outwards.": 1, @@ -376,14 +376,14 @@ "this visual spectacle likely captured by a space telescope offers a glimpse into the enigmatic beauty of the cosmos.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712663486.162759", - "ss_training_started_at": "1712647177.1985323", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712663486.162759, + "ss_training_started_at": 1712647177.1985323, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "93888dc3", "sshs_model_hash": "cbf1a0bcedd68017f63351ed685ac61b86d892f6f0e7a1ed76342520511bd74a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/space-v1e500_th-2.44_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/space-v1e500_th-2.44_spn_ckpt1.00_size20.0.json index 142304fd24b63042bb8c81cc8913ef0085b8e81e..78de014bc700c6f1b003000ae9c997269d09d0b2 100644 --- a/ponyxl_loras_shrunk/space-v1e500_th-2.44_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/space-v1e500_th-2.44_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,13 +105,13 @@ }, "mean_img_ar_error": 0.038359060063313855 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hubble": { "img_count": 30, @@ -122,34 +122,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -165,30 +165,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "683801429", - "ss_session_id": "4045678322", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 683801429, + "ss_session_id": 4045678322, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_hubble": { "a captivating view of a spiral galaxy with a luminous core and dust lanes that spiral outwards.": 1, @@ -376,14 +376,14 @@ "this visual spectacle likely captured by a space telescope offers a glimpse into the enigmatic beauty of the cosmos.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712663486.162759", - "ss_training_started_at": "1712647177.1985323", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712663486.162759, + "ss_training_started_at": 1712647177.1985323, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "93888dc3", "sshs_model_hash": "cbf1a0bcedd68017f63351ed685ac61b86d892f6f0e7a1ed76342520511bd74a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/space-v1e500_th-2.48_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/space-v1e500_th-2.48_spn_ckpt1.00_size22.0.json index 142304fd24b63042bb8c81cc8913ef0085b8e81e..78de014bc700c6f1b003000ae9c997269d09d0b2 100644 --- a/ponyxl_loras_shrunk/space-v1e500_th-2.48_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/space-v1e500_th-2.48_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,13 +105,13 @@ }, "mean_img_ar_error": 0.038359060063313855 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hubble": { "img_count": 30, @@ -122,34 +122,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -165,30 +165,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "683801429", - "ss_session_id": "4045678322", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 683801429, + "ss_session_id": 4045678322, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_hubble": { "a captivating view of a spiral galaxy with a luminous core and dust lanes that spiral outwards.": 1, @@ -376,14 +376,14 @@ "this visual spectacle likely captured by a space telescope offers a glimpse into the enigmatic beauty of the cosmos.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712663486.162759", - "ss_training_started_at": "1712647177.1985323", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712663486.162759, + "ss_training_started_at": 1712647177.1985323, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "93888dc3", "sshs_model_hash": "cbf1a0bcedd68017f63351ed685ac61b86d892f6f0e7a1ed76342520511bd74a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/space-v1e500_th-2.51_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/space-v1e500_th-2.51_spn_ckpt1.00_size24.0.json index 142304fd24b63042bb8c81cc8913ef0085b8e81e..78de014bc700c6f1b003000ae9c997269d09d0b2 100644 --- a/ponyxl_loras_shrunk/space-v1e500_th-2.51_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/space-v1e500_th-2.51_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,13 +105,13 @@ }, "mean_img_ar_error": 0.038359060063313855 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hubble": { "img_count": 30, @@ -122,34 +122,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -165,30 +165,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "683801429", - "ss_session_id": "4045678322", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 683801429, + "ss_session_id": 4045678322, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_hubble": { "a captivating view of a spiral galaxy with a luminous core and dust lanes that spiral outwards.": 1, @@ -376,14 +376,14 @@ "this visual spectacle likely captured by a space telescope offers a glimpse into the enigmatic beauty of the cosmos.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712663486.162759", - "ss_training_started_at": "1712647177.1985323", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712663486.162759, + "ss_training_started_at": 1712647177.1985323, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "93888dc3", "sshs_model_hash": "cbf1a0bcedd68017f63351ed685ac61b86d892f6f0e7a1ed76342520511bd74a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/space-v1e500_th-2.64_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/space-v1e500_th-2.64_spn_ckpt1.00_size32.0.json index 142304fd24b63042bb8c81cc8913ef0085b8e81e..78de014bc700c6f1b003000ae9c997269d09d0b2 100644 --- a/ponyxl_loras_shrunk/space-v1e500_th-2.64_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/space-v1e500_th-2.64_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,13 +105,13 @@ }, "mean_img_ar_error": 0.038359060063313855 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hubble": { "img_count": 30, @@ -122,34 +122,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -165,30 +165,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "683801429", - "ss_session_id": "4045678322", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 683801429, + "ss_session_id": 4045678322, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_hubble": { "a captivating view of a spiral galaxy with a luminous core and dust lanes that spiral outwards.": 1, @@ -376,14 +376,14 @@ "this visual spectacle likely captured by a space telescope offers a glimpse into the enigmatic beauty of the cosmos.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712663486.162759", - "ss_training_started_at": "1712647177.1985323", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712663486.162759, + "ss_training_started_at": 1712647177.1985323, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "93888dc3", "sshs_model_hash": "cbf1a0bcedd68017f63351ed685ac61b86d892f6f0e7a1ed76342520511bd74a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/space-v1e500_th-2.68_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/space-v1e500_th-2.68_fro_ckpt1.00_size4.0.json index 142304fd24b63042bb8c81cc8913ef0085b8e81e..78de014bc700c6f1b003000ae9c997269d09d0b2 100644 --- a/ponyxl_loras_shrunk/space-v1e500_th-2.68_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/space-v1e500_th-2.68_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,13 +105,13 @@ }, "mean_img_ar_error": 0.038359060063313855 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hubble": { "img_count": 30, @@ -122,34 +122,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -165,30 +165,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "683801429", - "ss_session_id": "4045678322", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 683801429, + "ss_session_id": 4045678322, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_hubble": { "a captivating view of a spiral galaxy with a luminous core and dust lanes that spiral outwards.": 1, @@ -376,14 +376,14 @@ "this visual spectacle likely captured by a space telescope offers a glimpse into the enigmatic beauty of the cosmos.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712663486.162759", - "ss_training_started_at": "1712647177.1985323", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712663486.162759, + "ss_training_started_at": 1712647177.1985323, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "93888dc3", "sshs_model_hash": "cbf1a0bcedd68017f63351ed685ac61b86d892f6f0e7a1ed76342520511bd74a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/space-v1e500_th-3.02_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/space-v1e500_th-3.02_fro_ckpt1.00_size8.0.json index 142304fd24b63042bb8c81cc8913ef0085b8e81e..78de014bc700c6f1b003000ae9c997269d09d0b2 100644 --- a/ponyxl_loras_shrunk/space-v1e500_th-3.02_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/space-v1e500_th-3.02_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,13 +105,13 @@ }, "mean_img_ar_error": 0.038359060063313855 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hubble": { "img_count": 30, @@ -122,34 +122,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -165,30 +165,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "683801429", - "ss_session_id": "4045678322", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 683801429, + "ss_session_id": 4045678322, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_hubble": { "a captivating view of a spiral galaxy with a luminous core and dust lanes that spiral outwards.": 1, @@ -376,14 +376,14 @@ "this visual spectacle likely captured by a space telescope offers a glimpse into the enigmatic beauty of the cosmos.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712663486.162759", - "ss_training_started_at": "1712647177.1985323", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712663486.162759, + "ss_training_started_at": 1712647177.1985323, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "93888dc3", "sshs_model_hash": "cbf1a0bcedd68017f63351ed685ac61b86d892f6f0e7a1ed76342520511bd74a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/space-v1e500_th-3.19_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/space-v1e500_th-3.19_fro_ckpt1.00_size12.0.json index 142304fd24b63042bb8c81cc8913ef0085b8e81e..78de014bc700c6f1b003000ae9c997269d09d0b2 100644 --- a/ponyxl_loras_shrunk/space-v1e500_th-3.19_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/space-v1e500_th-3.19_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,13 +105,13 @@ }, "mean_img_ar_error": 0.038359060063313855 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hubble": { "img_count": 30, @@ -122,34 +122,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -165,30 +165,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "683801429", - "ss_session_id": "4045678322", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 683801429, + "ss_session_id": 4045678322, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_hubble": { "a captivating view of a spiral galaxy with a luminous core and dust lanes that spiral outwards.": 1, @@ -376,14 +376,14 @@ "this visual spectacle likely captured by a space telescope offers a glimpse into the enigmatic beauty of the cosmos.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712663486.162759", - "ss_training_started_at": "1712647177.1985323", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712663486.162759, + "ss_training_started_at": 1712647177.1985323, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "93888dc3", "sshs_model_hash": "cbf1a0bcedd68017f63351ed685ac61b86d892f6f0e7a1ed76342520511bd74a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/space-v1e500_th-3.24_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/space-v1e500_th-3.24_fro_ckpt1.00_size14.0.json index 142304fd24b63042bb8c81cc8913ef0085b8e81e..78de014bc700c6f1b003000ae9c997269d09d0b2 100644 --- a/ponyxl_loras_shrunk/space-v1e500_th-3.24_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/space-v1e500_th-3.24_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,13 +105,13 @@ }, "mean_img_ar_error": 0.038359060063313855 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hubble": { "img_count": 30, @@ -122,34 +122,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -165,30 +165,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "683801429", - "ss_session_id": "4045678322", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 683801429, + "ss_session_id": 4045678322, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_hubble": { "a captivating view of a spiral galaxy with a luminous core and dust lanes that spiral outwards.": 1, @@ -376,14 +376,14 @@ "this visual spectacle likely captured by a space telescope offers a glimpse into the enigmatic beauty of the cosmos.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712663486.162759", - "ss_training_started_at": "1712647177.1985323", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712663486.162759, + "ss_training_started_at": 1712647177.1985323, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "93888dc3", "sshs_model_hash": "cbf1a0bcedd68017f63351ed685ac61b86d892f6f0e7a1ed76342520511bd74a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/space-v1e500_th-3.29_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/space-v1e500_th-3.29_fro_ckpt1.00_size16.0.json index 142304fd24b63042bb8c81cc8913ef0085b8e81e..78de014bc700c6f1b003000ae9c997269d09d0b2 100644 --- a/ponyxl_loras_shrunk/space-v1e500_th-3.29_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/space-v1e500_th-3.29_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,13 +105,13 @@ }, "mean_img_ar_error": 0.038359060063313855 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hubble": { "img_count": 30, @@ -122,34 +122,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -165,30 +165,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "683801429", - "ss_session_id": "4045678322", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 683801429, + "ss_session_id": 4045678322, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_hubble": { "a captivating view of a spiral galaxy with a luminous core and dust lanes that spiral outwards.": 1, @@ -376,14 +376,14 @@ "this visual spectacle likely captured by a space telescope offers a glimpse into the enigmatic beauty of the cosmos.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712663486.162759", - "ss_training_started_at": "1712647177.1985323", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712663486.162759, + "ss_training_started_at": 1712647177.1985323, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "93888dc3", "sshs_model_hash": "cbf1a0bcedd68017f63351ed685ac61b86d892f6f0e7a1ed76342520511bd74a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/space-v1e500_th-3.33_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/space-v1e500_th-3.33_fro_ckpt1.00_size18.0.json index 142304fd24b63042bb8c81cc8913ef0085b8e81e..78de014bc700c6f1b003000ae9c997269d09d0b2 100644 --- a/ponyxl_loras_shrunk/space-v1e500_th-3.33_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/space-v1e500_th-3.33_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,13 +105,13 @@ }, "mean_img_ar_error": 0.038359060063313855 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hubble": { "img_count": 30, @@ -122,34 +122,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -165,30 +165,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "683801429", - "ss_session_id": "4045678322", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 683801429, + "ss_session_id": 4045678322, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_hubble": { "a captivating view of a spiral galaxy with a luminous core and dust lanes that spiral outwards.": 1, @@ -376,14 +376,14 @@ "this visual spectacle likely captured by a space telescope offers a glimpse into the enigmatic beauty of the cosmos.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712663486.162759", - "ss_training_started_at": "1712647177.1985323", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712663486.162759, + "ss_training_started_at": 1712647177.1985323, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "93888dc3", "sshs_model_hash": "cbf1a0bcedd68017f63351ed685ac61b86d892f6f0e7a1ed76342520511bd74a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/space-v1e500_th-3.37_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/space-v1e500_th-3.37_fro_ckpt1.00_size20.0.json index 142304fd24b63042bb8c81cc8913ef0085b8e81e..78de014bc700c6f1b003000ae9c997269d09d0b2 100644 --- a/ponyxl_loras_shrunk/space-v1e500_th-3.37_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/space-v1e500_th-3.37_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,13 +105,13 @@ }, "mean_img_ar_error": 0.038359060063313855 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hubble": { "img_count": 30, @@ -122,34 +122,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -165,30 +165,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "683801429", - "ss_session_id": "4045678322", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 683801429, + "ss_session_id": 4045678322, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_hubble": { "a captivating view of a spiral galaxy with a luminous core and dust lanes that spiral outwards.": 1, @@ -376,14 +376,14 @@ "this visual spectacle likely captured by a space telescope offers a glimpse into the enigmatic beauty of the cosmos.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712663486.162759", - "ss_training_started_at": "1712647177.1985323", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712663486.162759, + "ss_training_started_at": 1712647177.1985323, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "93888dc3", "sshs_model_hash": "cbf1a0bcedd68017f63351ed685ac61b86d892f6f0e7a1ed76342520511bd74a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/space-v1e500_th-3.40_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/space-v1e500_th-3.40_fro_ckpt1.00_size22.0.json index 142304fd24b63042bb8c81cc8913ef0085b8e81e..78de014bc700c6f1b003000ae9c997269d09d0b2 100644 --- a/ponyxl_loras_shrunk/space-v1e500_th-3.40_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/space-v1e500_th-3.40_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,13 +105,13 @@ }, "mean_img_ar_error": 0.038359060063313855 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hubble": { "img_count": 30, @@ -122,34 +122,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -165,30 +165,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "683801429", - "ss_session_id": "4045678322", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 683801429, + "ss_session_id": 4045678322, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_hubble": { "a captivating view of a spiral galaxy with a luminous core and dust lanes that spiral outwards.": 1, @@ -376,14 +376,14 @@ "this visual spectacle likely captured by a space telescope offers a glimpse into the enigmatic beauty of the cosmos.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712663486.162759", - "ss_training_started_at": "1712647177.1985323", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712663486.162759, + "ss_training_started_at": 1712647177.1985323, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "93888dc3", "sshs_model_hash": "cbf1a0bcedd68017f63351ed685ac61b86d892f6f0e7a1ed76342520511bd74a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/space-v1e500_th-3.44_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/space-v1e500_th-3.44_fro_ckpt1.00_size24.0.json index 142304fd24b63042bb8c81cc8913ef0085b8e81e..78de014bc700c6f1b003000ae9c997269d09d0b2 100644 --- a/ponyxl_loras_shrunk/space-v1e500_th-3.44_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/space-v1e500_th-3.44_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,13 +105,13 @@ }, "mean_img_ar_error": 0.038359060063313855 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hubble": { "img_count": 30, @@ -122,34 +122,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -165,30 +165,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "683801429", - "ss_session_id": "4045678322", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 683801429, + "ss_session_id": 4045678322, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_hubble": { "a captivating view of a spiral galaxy with a luminous core and dust lanes that spiral outwards.": 1, @@ -376,14 +376,14 @@ "this visual spectacle likely captured by a space telescope offers a glimpse into the enigmatic beauty of the cosmos.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712663486.162759", - "ss_training_started_at": "1712647177.1985323", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712663486.162759, + "ss_training_started_at": 1712647177.1985323, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "93888dc3", "sshs_model_hash": "cbf1a0bcedd68017f63351ed685ac61b86d892f6f0e7a1ed76342520511bd74a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/space-v1e500_th-3.55_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/space-v1e500_th-3.55_fro_ckpt1.00_size32.0.json index 142304fd24b63042bb8c81cc8913ef0085b8e81e..78de014bc700c6f1b003000ae9c997269d09d0b2 100644 --- a/ponyxl_loras_shrunk/space-v1e500_th-3.55_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/space-v1e500_th-3.55_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,13 +105,13 @@ }, "mean_img_ar_error": 0.038359060063313855 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hubble": { "img_count": 30, @@ -122,34 +122,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -165,30 +165,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "683801429", - "ss_session_id": "4045678322", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 683801429, + "ss_session_id": 4045678322, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_hubble": { "a captivating view of a spiral galaxy with a luminous core and dust lanes that spiral outwards.": 1, @@ -376,14 +376,14 @@ "this visual spectacle likely captured by a space telescope offers a glimpse into the enigmatic beauty of the cosmos.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712663486.162759", - "ss_training_started_at": "1712647177.1985323", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712663486.162759, + "ss_training_started_at": 1712647177.1985323, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "93888dc3", "sshs_model_hash": "cbf1a0bcedd68017f63351ed685ac61b86d892f6f0e7a1ed76342520511bd74a" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spaceengine-v1e500_th-0.90_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/spaceengine-v1e500_th-0.90_spn_lora0.50_spn_ckpt0.50_size4.0.json index 91a18d0428c35129937d7b48de4e547edfc3ea34..47caf4d975c476b8262d43e49af09d31ff61692f 100644 --- a/ponyxl_loras_shrunk/spaceengine-v1e500_th-0.90_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/spaceengine-v1e500_th-0.90_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,47 +91,47 @@ }, "mean_img_ar_error": 0.03183246666182062 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_spaceengine": { "img_count": 70, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -147,30 +147,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "70", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 70, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2333386442", - "ss_session_id": "705275545", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 2333386442, + "ss_session_id": 705275545, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_spaceengine": { "a bright light source possibly a star or sun is present on the right side casting an ethereal glow that illuminates the entire scene.": 1, @@ -480,14 +480,14 @@ "vibrant blue streams of energy emanate from it illustrating the immense power and energy release associated with these stellar remnants.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712933236.4185073", - "ss_training_started_at": "1712914192.293079", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712933236.418507, + "ss_training_started_at": 1712914192.293079, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "68fcc568", "sshs_model_hash": "cc0a832092d3fa983e3252f4062612668b136fc4d9fb6c17e7cf805426b831a8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spaceengine-v1e500_th-1.21_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/spaceengine-v1e500_th-1.21_spn_lora0.50_spn_ckpt0.50_size8.0.json index 91a18d0428c35129937d7b48de4e547edfc3ea34..47caf4d975c476b8262d43e49af09d31ff61692f 100644 --- a/ponyxl_loras_shrunk/spaceengine-v1e500_th-1.21_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/spaceengine-v1e500_th-1.21_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,47 +91,47 @@ }, "mean_img_ar_error": 0.03183246666182062 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_spaceengine": { "img_count": 70, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -147,30 +147,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "70", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 70, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2333386442", - "ss_session_id": "705275545", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 2333386442, + "ss_session_id": 705275545, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_spaceengine": { "a bright light source possibly a star or sun is present on the right side casting an ethereal glow that illuminates the entire scene.": 1, @@ -480,14 +480,14 @@ "vibrant blue streams of energy emanate from it illustrating the immense power and energy release associated with these stellar remnants.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712933236.4185073", - "ss_training_started_at": "1712914192.293079", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712933236.418507, + "ss_training_started_at": 1712914192.293079, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "68fcc568", "sshs_model_hash": "cc0a832092d3fa983e3252f4062612668b136fc4d9fb6c17e7cf805426b831a8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spaceengine-v1e500_th-1.36_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/spaceengine-v1e500_th-1.36_spn_lora0.50_spn_ckpt0.50_size12.0.json index 91a18d0428c35129937d7b48de4e547edfc3ea34..47caf4d975c476b8262d43e49af09d31ff61692f 100644 --- a/ponyxl_loras_shrunk/spaceengine-v1e500_th-1.36_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/spaceengine-v1e500_th-1.36_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,47 +91,47 @@ }, "mean_img_ar_error": 0.03183246666182062 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_spaceengine": { "img_count": 70, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -147,30 +147,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "70", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 70, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2333386442", - "ss_session_id": "705275545", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 2333386442, + "ss_session_id": 705275545, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_spaceengine": { "a bright light source possibly a star or sun is present on the right side casting an ethereal glow that illuminates the entire scene.": 1, @@ -480,14 +480,14 @@ "vibrant blue streams of energy emanate from it illustrating the immense power and energy release associated with these stellar remnants.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712933236.4185073", - "ss_training_started_at": "1712914192.293079", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712933236.418507, + "ss_training_started_at": 1712914192.293079, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "68fcc568", "sshs_model_hash": "cc0a832092d3fa983e3252f4062612668b136fc4d9fb6c17e7cf805426b831a8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spaceengine-v1e500_th-1.61_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/spaceengine-v1e500_th-1.61_spn_lora0.50_spn_ckpt0.50_size24.0.json index 91a18d0428c35129937d7b48de4e547edfc3ea34..47caf4d975c476b8262d43e49af09d31ff61692f 100644 --- a/ponyxl_loras_shrunk/spaceengine-v1e500_th-1.61_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/spaceengine-v1e500_th-1.61_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,47 +91,47 @@ }, "mean_img_ar_error": 0.03183246666182062 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_spaceengine": { "img_count": 70, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -147,30 +147,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "70", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 70, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2333386442", - "ss_session_id": "705275545", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 2333386442, + "ss_session_id": 705275545, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_spaceengine": { "a bright light source possibly a star or sun is present on the right side casting an ethereal glow that illuminates the entire scene.": 1, @@ -480,14 +480,14 @@ "vibrant blue streams of energy emanate from it illustrating the immense power and energy release associated with these stellar remnants.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712933236.4185073", - "ss_training_started_at": "1712914192.293079", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712933236.418507, + "ss_training_started_at": 1712914192.293079, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "68fcc568", "sshs_model_hash": "cc0a832092d3fa983e3252f4062612668b136fc4d9fb6c17e7cf805426b831a8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spaceengine-v1e500_th-1.72_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/spaceengine-v1e500_th-1.72_spn_ckpt1.00_size4.0.json index 91a18d0428c35129937d7b48de4e547edfc3ea34..47caf4d975c476b8262d43e49af09d31ff61692f 100644 --- a/ponyxl_loras_shrunk/spaceengine-v1e500_th-1.72_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/spaceengine-v1e500_th-1.72_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,47 +91,47 @@ }, "mean_img_ar_error": 0.03183246666182062 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_spaceengine": { "img_count": 70, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -147,30 +147,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "70", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 70, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2333386442", - "ss_session_id": "705275545", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 2333386442, + "ss_session_id": 705275545, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_spaceengine": { "a bright light source possibly a star or sun is present on the right side casting an ethereal glow that illuminates the entire scene.": 1, @@ -480,14 +480,14 @@ "vibrant blue streams of energy emanate from it illustrating the immense power and energy release associated with these stellar remnants.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712933236.4185073", - "ss_training_started_at": "1712914192.293079", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712933236.418507, + "ss_training_started_at": 1712914192.293079, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "68fcc568", "sshs_model_hash": "cc0a832092d3fa983e3252f4062612668b136fc4d9fb6c17e7cf805426b831a8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spaceengine-v1e500_th-1.73_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/spaceengine-v1e500_th-1.73_spn_lora0.50_spn_ckpt0.50_size32.0.json index 91a18d0428c35129937d7b48de4e547edfc3ea34..47caf4d975c476b8262d43e49af09d31ff61692f 100644 --- a/ponyxl_loras_shrunk/spaceengine-v1e500_th-1.73_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/spaceengine-v1e500_th-1.73_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,47 +91,47 @@ }, "mean_img_ar_error": 0.03183246666182062 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_spaceengine": { "img_count": 70, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -147,30 +147,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "70", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 70, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2333386442", - "ss_session_id": "705275545", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 2333386442, + "ss_session_id": 705275545, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_spaceengine": { "a bright light source possibly a star or sun is present on the right side casting an ethereal glow that illuminates the entire scene.": 1, @@ -480,14 +480,14 @@ "vibrant blue streams of energy emanate from it illustrating the immense power and energy release associated with these stellar remnants.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712933236.4185073", - "ss_training_started_at": "1712914192.293079", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712933236.418507, + "ss_training_started_at": 1712914192.293079, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "68fcc568", "sshs_model_hash": "cc0a832092d3fa983e3252f4062612668b136fc4d9fb6c17e7cf805426b831a8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.04_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.04_spn_ckpt1.00_size8.0.json index 91a18d0428c35129937d7b48de4e547edfc3ea34..47caf4d975c476b8262d43e49af09d31ff61692f 100644 --- a/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.04_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.04_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,47 +91,47 @@ }, "mean_img_ar_error": 0.03183246666182062 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_spaceengine": { "img_count": 70, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -147,30 +147,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "70", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 70, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2333386442", - "ss_session_id": "705275545", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 2333386442, + "ss_session_id": 705275545, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_spaceengine": { "a bright light source possibly a star or sun is present on the right side casting an ethereal glow that illuminates the entire scene.": 1, @@ -480,14 +480,14 @@ "vibrant blue streams of energy emanate from it illustrating the immense power and energy release associated with these stellar remnants.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712933236.4185073", - "ss_training_started_at": "1712914192.293079", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712933236.418507, + "ss_training_started_at": 1712914192.293079, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "68fcc568", "sshs_model_hash": "cc0a832092d3fa983e3252f4062612668b136fc4d9fb6c17e7cf805426b831a8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.19_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.19_spn_ckpt1.00_size12.0.json index 91a18d0428c35129937d7b48de4e547edfc3ea34..47caf4d975c476b8262d43e49af09d31ff61692f 100644 --- a/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.19_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.19_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,47 +91,47 @@ }, "mean_img_ar_error": 0.03183246666182062 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_spaceengine": { "img_count": 70, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -147,30 +147,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "70", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 70, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2333386442", - "ss_session_id": "705275545", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 2333386442, + "ss_session_id": 705275545, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_spaceengine": { "a bright light source possibly a star or sun is present on the right side casting an ethereal glow that illuminates the entire scene.": 1, @@ -480,14 +480,14 @@ "vibrant blue streams of energy emanate from it illustrating the immense power and energy release associated with these stellar remnants.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712933236.4185073", - "ss_training_started_at": "1712914192.293079", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712933236.418507, + "ss_training_started_at": 1712914192.293079, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "68fcc568", "sshs_model_hash": "cc0a832092d3fa983e3252f4062612668b136fc4d9fb6c17e7cf805426b831a8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.25_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.25_spn_ckpt1.00_size14.0.json index 91a18d0428c35129937d7b48de4e547edfc3ea34..47caf4d975c476b8262d43e49af09d31ff61692f 100644 --- a/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.25_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.25_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,47 +91,47 @@ }, "mean_img_ar_error": 0.03183246666182062 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_spaceengine": { "img_count": 70, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -147,30 +147,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "70", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 70, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2333386442", - "ss_session_id": "705275545", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 2333386442, + "ss_session_id": 705275545, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_spaceengine": { "a bright light source possibly a star or sun is present on the right side casting an ethereal glow that illuminates the entire scene.": 1, @@ -480,14 +480,14 @@ "vibrant blue streams of energy emanate from it illustrating the immense power and energy release associated with these stellar remnants.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712933236.4185073", - "ss_training_started_at": "1712914192.293079", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712933236.418507, + "ss_training_started_at": 1712914192.293079, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "68fcc568", "sshs_model_hash": "cc0a832092d3fa983e3252f4062612668b136fc4d9fb6c17e7cf805426b831a8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.29_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.29_spn_ckpt1.00_size16.0.json index 91a18d0428c35129937d7b48de4e547edfc3ea34..47caf4d975c476b8262d43e49af09d31ff61692f 100644 --- a/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.29_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.29_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,47 +91,47 @@ }, "mean_img_ar_error": 0.03183246666182062 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_spaceengine": { "img_count": 70, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -147,30 +147,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "70", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 70, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2333386442", - "ss_session_id": "705275545", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 2333386442, + "ss_session_id": 705275545, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_spaceengine": { "a bright light source possibly a star or sun is present on the right side casting an ethereal glow that illuminates the entire scene.": 1, @@ -480,14 +480,14 @@ "vibrant blue streams of energy emanate from it illustrating the immense power and energy release associated with these stellar remnants.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712933236.4185073", - "ss_training_started_at": "1712914192.293079", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712933236.418507, + "ss_training_started_at": 1712914192.293079, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "68fcc568", "sshs_model_hash": "cc0a832092d3fa983e3252f4062612668b136fc4d9fb6c17e7cf805426b831a8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.33_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.33_spn_ckpt1.00_size18.0.json index 91a18d0428c35129937d7b48de4e547edfc3ea34..47caf4d975c476b8262d43e49af09d31ff61692f 100644 --- a/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.33_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.33_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,47 +91,47 @@ }, "mean_img_ar_error": 0.03183246666182062 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_spaceengine": { "img_count": 70, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -147,30 +147,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "70", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 70, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2333386442", - "ss_session_id": "705275545", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 2333386442, + "ss_session_id": 705275545, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_spaceengine": { "a bright light source possibly a star or sun is present on the right side casting an ethereal glow that illuminates the entire scene.": 1, @@ -480,14 +480,14 @@ "vibrant blue streams of energy emanate from it illustrating the immense power and energy release associated with these stellar remnants.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712933236.4185073", - "ss_training_started_at": "1712914192.293079", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712933236.418507, + "ss_training_started_at": 1712914192.293079, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "68fcc568", "sshs_model_hash": "cc0a832092d3fa983e3252f4062612668b136fc4d9fb6c17e7cf805426b831a8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.37_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.37_spn_ckpt1.00_size20.0.json index 91a18d0428c35129937d7b48de4e547edfc3ea34..47caf4d975c476b8262d43e49af09d31ff61692f 100644 --- a/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.37_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.37_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,47 +91,47 @@ }, "mean_img_ar_error": 0.03183246666182062 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_spaceengine": { "img_count": 70, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -147,30 +147,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "70", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 70, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2333386442", - "ss_session_id": "705275545", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 2333386442, + "ss_session_id": 705275545, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_spaceengine": { "a bright light source possibly a star or sun is present on the right side casting an ethereal glow that illuminates the entire scene.": 1, @@ -480,14 +480,14 @@ "vibrant blue streams of energy emanate from it illustrating the immense power and energy release associated with these stellar remnants.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712933236.4185073", - "ss_training_started_at": "1712914192.293079", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712933236.418507, + "ss_training_started_at": 1712914192.293079, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "68fcc568", "sshs_model_hash": "cc0a832092d3fa983e3252f4062612668b136fc4d9fb6c17e7cf805426b831a8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.41_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.41_spn_ckpt1.00_size22.0.json index 91a18d0428c35129937d7b48de4e547edfc3ea34..47caf4d975c476b8262d43e49af09d31ff61692f 100644 --- a/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.41_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.41_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,47 +91,47 @@ }, "mean_img_ar_error": 0.03183246666182062 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_spaceengine": { "img_count": 70, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -147,30 +147,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "70", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 70, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2333386442", - "ss_session_id": "705275545", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 2333386442, + "ss_session_id": 705275545, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_spaceengine": { "a bright light source possibly a star or sun is present on the right side casting an ethereal glow that illuminates the entire scene.": 1, @@ -480,14 +480,14 @@ "vibrant blue streams of energy emanate from it illustrating the immense power and energy release associated with these stellar remnants.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712933236.4185073", - "ss_training_started_at": "1712914192.293079", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712933236.418507, + "ss_training_started_at": 1712914192.293079, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "68fcc568", "sshs_model_hash": "cc0a832092d3fa983e3252f4062612668b136fc4d9fb6c17e7cf805426b831a8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.44_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.44_spn_ckpt1.00_size24.0.json index 91a18d0428c35129937d7b48de4e547edfc3ea34..47caf4d975c476b8262d43e49af09d31ff61692f 100644 --- a/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.44_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.44_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,47 +91,47 @@ }, "mean_img_ar_error": 0.03183246666182062 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_spaceengine": { "img_count": 70, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -147,30 +147,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "70", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 70, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2333386442", - "ss_session_id": "705275545", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 2333386442, + "ss_session_id": 705275545, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_spaceengine": { "a bright light source possibly a star or sun is present on the right side casting an ethereal glow that illuminates the entire scene.": 1, @@ -480,14 +480,14 @@ "vibrant blue streams of energy emanate from it illustrating the immense power and energy release associated with these stellar remnants.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712933236.4185073", - "ss_training_started_at": "1712914192.293079", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712933236.418507, + "ss_training_started_at": 1712914192.293079, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "68fcc568", "sshs_model_hash": "cc0a832092d3fa983e3252f4062612668b136fc4d9fb6c17e7cf805426b831a8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.57_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.57_spn_ckpt1.00_size32.0.json index 91a18d0428c35129937d7b48de4e547edfc3ea34..47caf4d975c476b8262d43e49af09d31ff61692f 100644 --- a/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.57_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.57_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,47 +91,47 @@ }, "mean_img_ar_error": 0.03183246666182062 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_spaceengine": { "img_count": 70, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -147,30 +147,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "70", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 70, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2333386442", - "ss_session_id": "705275545", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 2333386442, + "ss_session_id": 705275545, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_spaceengine": { "a bright light source possibly a star or sun is present on the right side casting an ethereal glow that illuminates the entire scene.": 1, @@ -480,14 +480,14 @@ "vibrant blue streams of energy emanate from it illustrating the immense power and energy release associated with these stellar remnants.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712933236.4185073", - "ss_training_started_at": "1712914192.293079", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712933236.418507, + "ss_training_started_at": 1712914192.293079, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "68fcc568", "sshs_model_hash": "cc0a832092d3fa983e3252f4062612668b136fc4d9fb6c17e7cf805426b831a8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.63_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.63_fro_ckpt1.00_size4.0.json index 91a18d0428c35129937d7b48de4e547edfc3ea34..47caf4d975c476b8262d43e49af09d31ff61692f 100644 --- a/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.63_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.63_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,47 +91,47 @@ }, "mean_img_ar_error": 0.03183246666182062 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_spaceengine": { "img_count": 70, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -147,30 +147,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "70", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 70, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2333386442", - "ss_session_id": "705275545", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 2333386442, + "ss_session_id": 705275545, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_spaceengine": { "a bright light source possibly a star or sun is present on the right side casting an ethereal glow that illuminates the entire scene.": 1, @@ -480,14 +480,14 @@ "vibrant blue streams of energy emanate from it illustrating the immense power and energy release associated with these stellar remnants.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712933236.4185073", - "ss_training_started_at": "1712914192.293079", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712933236.418507, + "ss_training_started_at": 1712914192.293079, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "68fcc568", "sshs_model_hash": "cc0a832092d3fa983e3252f4062612668b136fc4d9fb6c17e7cf805426b831a8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.96_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.96_fro_ckpt1.00_size8.0.json index 91a18d0428c35129937d7b48de4e547edfc3ea34..47caf4d975c476b8262d43e49af09d31ff61692f 100644 --- a/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.96_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/spaceengine-v1e500_th-2.96_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,47 +91,47 @@ }, "mean_img_ar_error": 0.03183246666182062 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_spaceengine": { "img_count": 70, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -147,30 +147,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "70", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 70, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2333386442", - "ss_session_id": "705275545", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 2333386442, + "ss_session_id": 705275545, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_spaceengine": { "a bright light source possibly a star or sun is present on the right side casting an ethereal glow that illuminates the entire scene.": 1, @@ -480,14 +480,14 @@ "vibrant blue streams of energy emanate from it illustrating the immense power and energy release associated with these stellar remnants.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712933236.4185073", - "ss_training_started_at": "1712914192.293079", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712933236.418507, + "ss_training_started_at": 1712914192.293079, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "68fcc568", "sshs_model_hash": "cc0a832092d3fa983e3252f4062612668b136fc4d9fb6c17e7cf805426b831a8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.12_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.12_fro_ckpt1.00_size12.0.json index 91a18d0428c35129937d7b48de4e547edfc3ea34..47caf4d975c476b8262d43e49af09d31ff61692f 100644 --- a/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.12_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.12_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,47 +91,47 @@ }, "mean_img_ar_error": 0.03183246666182062 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_spaceengine": { "img_count": 70, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -147,30 +147,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "70", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 70, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2333386442", - "ss_session_id": "705275545", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 2333386442, + "ss_session_id": 705275545, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_spaceengine": { "a bright light source possibly a star or sun is present on the right side casting an ethereal glow that illuminates the entire scene.": 1, @@ -480,14 +480,14 @@ "vibrant blue streams of energy emanate from it illustrating the immense power and energy release associated with these stellar remnants.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712933236.4185073", - "ss_training_started_at": "1712914192.293079", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712933236.418507, + "ss_training_started_at": 1712914192.293079, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "68fcc568", "sshs_model_hash": "cc0a832092d3fa983e3252f4062612668b136fc4d9fb6c17e7cf805426b831a8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.18_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.18_fro_ckpt1.00_size14.0.json index 91a18d0428c35129937d7b48de4e547edfc3ea34..47caf4d975c476b8262d43e49af09d31ff61692f 100644 --- a/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.18_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.18_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,47 +91,47 @@ }, "mean_img_ar_error": 0.03183246666182062 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_spaceengine": { "img_count": 70, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -147,30 +147,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "70", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 70, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2333386442", - "ss_session_id": "705275545", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 2333386442, + "ss_session_id": 705275545, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_spaceengine": { "a bright light source possibly a star or sun is present on the right side casting an ethereal glow that illuminates the entire scene.": 1, @@ -480,14 +480,14 @@ "vibrant blue streams of energy emanate from it illustrating the immense power and energy release associated with these stellar remnants.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712933236.4185073", - "ss_training_started_at": "1712914192.293079", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712933236.418507, + "ss_training_started_at": 1712914192.293079, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "68fcc568", "sshs_model_hash": "cc0a832092d3fa983e3252f4062612668b136fc4d9fb6c17e7cf805426b831a8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.22_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.22_fro_ckpt1.00_size16.0.json index 91a18d0428c35129937d7b48de4e547edfc3ea34..47caf4d975c476b8262d43e49af09d31ff61692f 100644 --- a/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.22_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.22_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,47 +91,47 @@ }, "mean_img_ar_error": 0.03183246666182062 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_spaceengine": { "img_count": 70, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -147,30 +147,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "70", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 70, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2333386442", - "ss_session_id": "705275545", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 2333386442, + "ss_session_id": 705275545, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_spaceengine": { "a bright light source possibly a star or sun is present on the right side casting an ethereal glow that illuminates the entire scene.": 1, @@ -480,14 +480,14 @@ "vibrant blue streams of energy emanate from it illustrating the immense power and energy release associated with these stellar remnants.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712933236.4185073", - "ss_training_started_at": "1712914192.293079", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712933236.418507, + "ss_training_started_at": 1712914192.293079, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "68fcc568", "sshs_model_hash": "cc0a832092d3fa983e3252f4062612668b136fc4d9fb6c17e7cf805426b831a8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.27_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.27_fro_ckpt1.00_size18.0.json index 91a18d0428c35129937d7b48de4e547edfc3ea34..47caf4d975c476b8262d43e49af09d31ff61692f 100644 --- a/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.27_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.27_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,47 +91,47 @@ }, "mean_img_ar_error": 0.03183246666182062 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_spaceengine": { "img_count": 70, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -147,30 +147,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "70", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 70, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2333386442", - "ss_session_id": "705275545", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 2333386442, + "ss_session_id": 705275545, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_spaceengine": { "a bright light source possibly a star or sun is present on the right side casting an ethereal glow that illuminates the entire scene.": 1, @@ -480,14 +480,14 @@ "vibrant blue streams of energy emanate from it illustrating the immense power and energy release associated with these stellar remnants.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712933236.4185073", - "ss_training_started_at": "1712914192.293079", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712933236.418507, + "ss_training_started_at": 1712914192.293079, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "68fcc568", "sshs_model_hash": "cc0a832092d3fa983e3252f4062612668b136fc4d9fb6c17e7cf805426b831a8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.30_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.30_fro_ckpt1.00_size20.0.json index 91a18d0428c35129937d7b48de4e547edfc3ea34..47caf4d975c476b8262d43e49af09d31ff61692f 100644 --- a/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.30_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.30_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,47 +91,47 @@ }, "mean_img_ar_error": 0.03183246666182062 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_spaceengine": { "img_count": 70, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -147,30 +147,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "70", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 70, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2333386442", - "ss_session_id": "705275545", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 2333386442, + "ss_session_id": 705275545, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_spaceengine": { "a bright light source possibly a star or sun is present on the right side casting an ethereal glow that illuminates the entire scene.": 1, @@ -480,14 +480,14 @@ "vibrant blue streams of energy emanate from it illustrating the immense power and energy release associated with these stellar remnants.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712933236.4185073", - "ss_training_started_at": "1712914192.293079", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712933236.418507, + "ss_training_started_at": 1712914192.293079, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "68fcc568", "sshs_model_hash": "cc0a832092d3fa983e3252f4062612668b136fc4d9fb6c17e7cf805426b831a8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.33_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.33_fro_ckpt1.00_size22.0.json index 91a18d0428c35129937d7b48de4e547edfc3ea34..47caf4d975c476b8262d43e49af09d31ff61692f 100644 --- a/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.33_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.33_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,47 +91,47 @@ }, "mean_img_ar_error": 0.03183246666182062 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_spaceengine": { "img_count": 70, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -147,30 +147,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "70", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 70, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2333386442", - "ss_session_id": "705275545", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 2333386442, + "ss_session_id": 705275545, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_spaceengine": { "a bright light source possibly a star or sun is present on the right side casting an ethereal glow that illuminates the entire scene.": 1, @@ -480,14 +480,14 @@ "vibrant blue streams of energy emanate from it illustrating the immense power and energy release associated with these stellar remnants.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712933236.4185073", - "ss_training_started_at": "1712914192.293079", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712933236.418507, + "ss_training_started_at": 1712914192.293079, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "68fcc568", "sshs_model_hash": "cc0a832092d3fa983e3252f4062612668b136fc4d9fb6c17e7cf805426b831a8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.36_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.36_fro_ckpt1.00_size24.0.json index 91a18d0428c35129937d7b48de4e547edfc3ea34..47caf4d975c476b8262d43e49af09d31ff61692f 100644 --- a/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.36_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.36_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,47 +91,47 @@ }, "mean_img_ar_error": 0.03183246666182062 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_spaceengine": { "img_count": 70, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -147,30 +147,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "70", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 70, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2333386442", - "ss_session_id": "705275545", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 2333386442, + "ss_session_id": 705275545, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_spaceengine": { "a bright light source possibly a star or sun is present on the right side casting an ethereal glow that illuminates the entire scene.": 1, @@ -480,14 +480,14 @@ "vibrant blue streams of energy emanate from it illustrating the immense power and energy release associated with these stellar remnants.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712933236.4185073", - "ss_training_started_at": "1712914192.293079", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712933236.418507, + "ss_training_started_at": 1712914192.293079, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "68fcc568", "sshs_model_hash": "cc0a832092d3fa983e3252f4062612668b136fc4d9fb6c17e7cf805426b831a8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.49_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.49_fro_ckpt1.00_size32.0.json index 91a18d0428c35129937d7b48de4e547edfc3ea34..47caf4d975c476b8262d43e49af09d31ff61692f 100644 --- a/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.49_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/spaceengine-v1e500_th-3.49_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,47 +91,47 @@ }, "mean_img_ar_error": 0.03183246666182062 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_spaceengine": { "img_count": 70, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -147,30 +147,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "70", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 70, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2333386442", - "ss_session_id": "705275545", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 2333386442, + "ss_session_id": 705275545, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_by_spaceengine": { "a bright light source possibly a star or sun is present on the right side casting an ethereal glow that illuminates the entire scene.": 1, @@ -480,14 +480,14 @@ "vibrant blue streams of energy emanate from it illustrating the immense power and energy release associated with these stellar remnants.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1712933236.4185073", - "ss_training_started_at": "1712914192.293079", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1712933236.418507, + "ss_training_started_at": 1712914192.293079, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "68fcc568", "sshs_model_hash": "cc0a832092d3fa983e3252f4062612668b136fc4d9fb6c17e7cf805426b831a8" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-0.98_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-0.98_spn_lora0.50_spn_ckpt0.50_size4.0.json index d5c9058788f5e0681cb8c354a3de6b5820a14016..a9db18119965a2684ccfb01d9ad3137690181f57 100644 --- a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-0.98_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-0.98_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009795544940984734 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_spectrumshift": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -127,29 +127,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "6d0a9ba0d2d3fea61d5b0e18e989a34f760d5c61", - "ss_seed": "2755894900", - "ss_session_id": "1363972076", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2755894900, + "ss_session_id": 1363972076, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_spectrumshift": { "1 eye": 1, @@ -783,14 +783,14 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708029582.612618", - "ss_training_started_at": "1708015133.9054313", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708029582.612618, + "ss_training_started_at": 1708015133.9054313, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b78cc06d", "sshs_model_hash": "ef00c8f5d2ab9c58e931cedb0688f2fec0e2dc37a54b9f5856fb26982cc66bd1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json index d5c9058788f5e0681cb8c354a3de6b5820a14016..a9db18119965a2684ccfb01d9ad3137690181f57 100644 --- a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009795544940984734 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_spectrumshift": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -127,29 +127,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "6d0a9ba0d2d3fea61d5b0e18e989a34f760d5c61", - "ss_seed": "2755894900", - "ss_session_id": "1363972076", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2755894900, + "ss_session_id": 1363972076, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_spectrumshift": { "1 eye": 1, @@ -783,14 +783,14 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708029582.612618", - "ss_training_started_at": "1708015133.9054313", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708029582.612618, + "ss_training_started_at": 1708015133.9054313, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b78cc06d", "sshs_model_hash": "ef00c8f5d2ab9c58e931cedb0688f2fec0e2dc37a54b9f5856fb26982cc66bd1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-1.21_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-1.21_spn_lora0.50_spn_ckpt0.50_size12.0.json index d5c9058788f5e0681cb8c354a3de6b5820a14016..a9db18119965a2684ccfb01d9ad3137690181f57 100644 --- a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-1.21_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-1.21_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009795544940984734 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_spectrumshift": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -127,29 +127,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "6d0a9ba0d2d3fea61d5b0e18e989a34f760d5c61", - "ss_seed": "2755894900", - "ss_session_id": "1363972076", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2755894900, + "ss_session_id": 1363972076, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_spectrumshift": { "1 eye": 1, @@ -783,14 +783,14 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708029582.612618", - "ss_training_started_at": "1708015133.9054313", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708029582.612618, + "ss_training_started_at": 1708015133.9054313, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b78cc06d", "sshs_model_hash": "ef00c8f5d2ab9c58e931cedb0688f2fec0e2dc37a54b9f5856fb26982cc66bd1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-1.36_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-1.36_spn_lora0.50_spn_ckpt0.50_size24.0.json index d5c9058788f5e0681cb8c354a3de6b5820a14016..a9db18119965a2684ccfb01d9ad3137690181f57 100644 --- a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-1.36_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-1.36_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009795544940984734 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_spectrumshift": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -127,29 +127,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "6d0a9ba0d2d3fea61d5b0e18e989a34f760d5c61", - "ss_seed": "2755894900", - "ss_session_id": "1363972076", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2755894900, + "ss_session_id": 1363972076, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_spectrumshift": { "1 eye": 1, @@ -783,14 +783,14 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708029582.612618", - "ss_training_started_at": "1708015133.9054313", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708029582.612618, + "ss_training_started_at": 1708015133.9054313, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b78cc06d", "sshs_model_hash": "ef00c8f5d2ab9c58e931cedb0688f2fec0e2dc37a54b9f5856fb26982cc66bd1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-1.45_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-1.45_spn_lora0.50_spn_ckpt0.50_size32.0.json index d5c9058788f5e0681cb8c354a3de6b5820a14016..a9db18119965a2684ccfb01d9ad3137690181f57 100644 --- a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-1.45_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-1.45_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009795544940984734 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_spectrumshift": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -127,29 +127,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "6d0a9ba0d2d3fea61d5b0e18e989a34f760d5c61", - "ss_seed": "2755894900", - "ss_session_id": "1363972076", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2755894900, + "ss_session_id": 1363972076, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_spectrumshift": { "1 eye": 1, @@ -783,14 +783,14 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708029582.612618", - "ss_training_started_at": "1708015133.9054313", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708029582.612618, + "ss_training_started_at": 1708015133.9054313, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b78cc06d", "sshs_model_hash": "ef00c8f5d2ab9c58e931cedb0688f2fec0e2dc37a54b9f5856fb26982cc66bd1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-1.83_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-1.83_spn_ckpt1.00_size4.0.json index d5c9058788f5e0681cb8c354a3de6b5820a14016..a9db18119965a2684ccfb01d9ad3137690181f57 100644 --- a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-1.83_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-1.83_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009795544940984734 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_spectrumshift": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -127,29 +127,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "6d0a9ba0d2d3fea61d5b0e18e989a34f760d5c61", - "ss_seed": "2755894900", - "ss_session_id": "1363972076", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2755894900, + "ss_session_id": 1363972076, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_spectrumshift": { "1 eye": 1, @@ -783,14 +783,14 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708029582.612618", - "ss_training_started_at": "1708015133.9054313", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708029582.612618, + "ss_training_started_at": 1708015133.9054313, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b78cc06d", "sshs_model_hash": "ef00c8f5d2ab9c58e931cedb0688f2fec0e2dc37a54b9f5856fb26982cc66bd1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.02_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.02_spn_ckpt1.00_size8.0.json index d5c9058788f5e0681cb8c354a3de6b5820a14016..a9db18119965a2684ccfb01d9ad3137690181f57 100644 --- a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.02_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.02_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009795544940984734 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_spectrumshift": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -127,29 +127,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "6d0a9ba0d2d3fea61d5b0e18e989a34f760d5c61", - "ss_seed": "2755894900", - "ss_session_id": "1363972076", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2755894900, + "ss_session_id": 1363972076, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_spectrumshift": { "1 eye": 1, @@ -783,14 +783,14 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708029582.612618", - "ss_training_started_at": "1708015133.9054313", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708029582.612618, + "ss_training_started_at": 1708015133.9054313, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b78cc06d", "sshs_model_hash": "ef00c8f5d2ab9c58e931cedb0688f2fec0e2dc37a54b9f5856fb26982cc66bd1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.12_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.12_spn_ckpt1.00_size12.0.json index d5c9058788f5e0681cb8c354a3de6b5820a14016..a9db18119965a2684ccfb01d9ad3137690181f57 100644 --- a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.12_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.12_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009795544940984734 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_spectrumshift": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -127,29 +127,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "6d0a9ba0d2d3fea61d5b0e18e989a34f760d5c61", - "ss_seed": "2755894900", - "ss_session_id": "1363972076", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2755894900, + "ss_session_id": 1363972076, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_spectrumshift": { "1 eye": 1, @@ -783,14 +783,14 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708029582.612618", - "ss_training_started_at": "1708015133.9054313", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708029582.612618, + "ss_training_started_at": 1708015133.9054313, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b78cc06d", "sshs_model_hash": "ef00c8f5d2ab9c58e931cedb0688f2fec0e2dc37a54b9f5856fb26982cc66bd1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.16_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.16_spn_ckpt1.00_size14.0.json index d5c9058788f5e0681cb8c354a3de6b5820a14016..a9db18119965a2684ccfb01d9ad3137690181f57 100644 --- a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.16_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.16_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009795544940984734 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_spectrumshift": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -127,29 +127,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "6d0a9ba0d2d3fea61d5b0e18e989a34f760d5c61", - "ss_seed": "2755894900", - "ss_session_id": "1363972076", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2755894900, + "ss_session_id": 1363972076, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_spectrumshift": { "1 eye": 1, @@ -783,14 +783,14 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708029582.612618", - "ss_training_started_at": "1708015133.9054313", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708029582.612618, + "ss_training_started_at": 1708015133.9054313, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b78cc06d", "sshs_model_hash": "ef00c8f5d2ab9c58e931cedb0688f2fec0e2dc37a54b9f5856fb26982cc66bd1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.21_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.21_spn_ckpt1.00_size16.0.json index d5c9058788f5e0681cb8c354a3de6b5820a14016..a9db18119965a2684ccfb01d9ad3137690181f57 100644 --- a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.21_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.21_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009795544940984734 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_spectrumshift": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -127,29 +127,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "6d0a9ba0d2d3fea61d5b0e18e989a34f760d5c61", - "ss_seed": "2755894900", - "ss_session_id": "1363972076", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2755894900, + "ss_session_id": 1363972076, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_spectrumshift": { "1 eye": 1, @@ -783,14 +783,14 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708029582.612618", - "ss_training_started_at": "1708015133.9054313", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708029582.612618, + "ss_training_started_at": 1708015133.9054313, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b78cc06d", "sshs_model_hash": "ef00c8f5d2ab9c58e931cedb0688f2fec0e2dc37a54b9f5856fb26982cc66bd1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.25_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.25_spn_ckpt1.00_size18.0.json index d5c9058788f5e0681cb8c354a3de6b5820a14016..a9db18119965a2684ccfb01d9ad3137690181f57 100644 --- a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.25_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.25_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009795544940984734 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_spectrumshift": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -127,29 +127,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "6d0a9ba0d2d3fea61d5b0e18e989a34f760d5c61", - "ss_seed": "2755894900", - "ss_session_id": "1363972076", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2755894900, + "ss_session_id": 1363972076, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_spectrumshift": { "1 eye": 1, @@ -783,14 +783,14 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708029582.612618", - "ss_training_started_at": "1708015133.9054313", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708029582.612618, + "ss_training_started_at": 1708015133.9054313, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b78cc06d", "sshs_model_hash": "ef00c8f5d2ab9c58e931cedb0688f2fec0e2dc37a54b9f5856fb26982cc66bd1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.28_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.28_spn_ckpt1.00_size20.0.json index d5c9058788f5e0681cb8c354a3de6b5820a14016..a9db18119965a2684ccfb01d9ad3137690181f57 100644 --- a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.28_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.28_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009795544940984734 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_spectrumshift": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -127,29 +127,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "6d0a9ba0d2d3fea61d5b0e18e989a34f760d5c61", - "ss_seed": "2755894900", - "ss_session_id": "1363972076", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2755894900, + "ss_session_id": 1363972076, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_spectrumshift": { "1 eye": 1, @@ -783,14 +783,14 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708029582.612618", - "ss_training_started_at": "1708015133.9054313", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708029582.612618, + "ss_training_started_at": 1708015133.9054313, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b78cc06d", "sshs_model_hash": "ef00c8f5d2ab9c58e931cedb0688f2fec0e2dc37a54b9f5856fb26982cc66bd1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.31_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.31_spn_ckpt1.00_size22.0.json index d5c9058788f5e0681cb8c354a3de6b5820a14016..a9db18119965a2684ccfb01d9ad3137690181f57 100644 --- a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.31_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.31_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009795544940984734 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_spectrumshift": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -127,29 +127,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "6d0a9ba0d2d3fea61d5b0e18e989a34f760d5c61", - "ss_seed": "2755894900", - "ss_session_id": "1363972076", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2755894900, + "ss_session_id": 1363972076, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_spectrumshift": { "1 eye": 1, @@ -783,14 +783,14 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708029582.612618", - "ss_training_started_at": "1708015133.9054313", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708029582.612618, + "ss_training_started_at": 1708015133.9054313, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b78cc06d", "sshs_model_hash": "ef00c8f5d2ab9c58e931cedb0688f2fec0e2dc37a54b9f5856fb26982cc66bd1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.34_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.34_spn_ckpt1.00_size24.0.json index d5c9058788f5e0681cb8c354a3de6b5820a14016..a9db18119965a2684ccfb01d9ad3137690181f57 100644 --- a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.34_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.34_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009795544940984734 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_spectrumshift": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -127,29 +127,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "6d0a9ba0d2d3fea61d5b0e18e989a34f760d5c61", - "ss_seed": "2755894900", - "ss_session_id": "1363972076", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2755894900, + "ss_session_id": 1363972076, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_spectrumshift": { "1 eye": 1, @@ -783,14 +783,14 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708029582.612618", - "ss_training_started_at": "1708015133.9054313", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708029582.612618, + "ss_training_started_at": 1708015133.9054313, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b78cc06d", "sshs_model_hash": "ef00c8f5d2ab9c58e931cedb0688f2fec0e2dc37a54b9f5856fb26982cc66bd1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.48_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.48_spn_ckpt1.00_size32.0.json index d5c9058788f5e0681cb8c354a3de6b5820a14016..a9db18119965a2684ccfb01d9ad3137690181f57 100644 --- a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.48_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.48_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009795544940984734 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_spectrumshift": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -127,29 +127,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "6d0a9ba0d2d3fea61d5b0e18e989a34f760d5c61", - "ss_seed": "2755894900", - "ss_session_id": "1363972076", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2755894900, + "ss_session_id": 1363972076, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_spectrumshift": { "1 eye": 1, @@ -783,14 +783,14 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708029582.612618", - "ss_training_started_at": "1708015133.9054313", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708029582.612618, + "ss_training_started_at": 1708015133.9054313, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b78cc06d", "sshs_model_hash": "ef00c8f5d2ab9c58e931cedb0688f2fec0e2dc37a54b9f5856fb26982cc66bd1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.77_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.77_fro_ckpt1.00_size4.0.json index d5c9058788f5e0681cb8c354a3de6b5820a14016..a9db18119965a2684ccfb01d9ad3137690181f57 100644 --- a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.77_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.77_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009795544940984734 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_spectrumshift": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -127,29 +127,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "6d0a9ba0d2d3fea61d5b0e18e989a34f760d5c61", - "ss_seed": "2755894900", - "ss_session_id": "1363972076", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2755894900, + "ss_session_id": 1363972076, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_spectrumshift": { "1 eye": 1, @@ -783,14 +783,14 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708029582.612618", - "ss_training_started_at": "1708015133.9054313", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708029582.612618, + "ss_training_started_at": 1708015133.9054313, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b78cc06d", "sshs_model_hash": "ef00c8f5d2ab9c58e931cedb0688f2fec0e2dc37a54b9f5856fb26982cc66bd1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.98_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.98_fro_ckpt1.00_size8.0.json index d5c9058788f5e0681cb8c354a3de6b5820a14016..a9db18119965a2684ccfb01d9ad3137690181f57 100644 --- a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.98_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-2.98_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009795544940984734 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_spectrumshift": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -127,29 +127,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "6d0a9ba0d2d3fea61d5b0e18e989a34f760d5c61", - "ss_seed": "2755894900", - "ss_session_id": "1363972076", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2755894900, + "ss_session_id": 1363972076, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_spectrumshift": { "1 eye": 1, @@ -783,14 +783,14 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708029582.612618", - "ss_training_started_at": "1708015133.9054313", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708029582.612618, + "ss_training_started_at": 1708015133.9054313, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b78cc06d", "sshs_model_hash": "ef00c8f5d2ab9c58e931cedb0688f2fec0e2dc37a54b9f5856fb26982cc66bd1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.09_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.09_fro_ckpt1.00_size12.0.json index d5c9058788f5e0681cb8c354a3de6b5820a14016..a9db18119965a2684ccfb01d9ad3137690181f57 100644 --- a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.09_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.09_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009795544940984734 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_spectrumshift": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -127,29 +127,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "6d0a9ba0d2d3fea61d5b0e18e989a34f760d5c61", - "ss_seed": "2755894900", - "ss_session_id": "1363972076", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2755894900, + "ss_session_id": 1363972076, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_spectrumshift": { "1 eye": 1, @@ -783,14 +783,14 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708029582.612618", - "ss_training_started_at": "1708015133.9054313", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708029582.612618, + "ss_training_started_at": 1708015133.9054313, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b78cc06d", "sshs_model_hash": "ef00c8f5d2ab9c58e931cedb0688f2fec0e2dc37a54b9f5856fb26982cc66bd1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.13_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.13_fro_ckpt1.00_size14.0.json index d5c9058788f5e0681cb8c354a3de6b5820a14016..a9db18119965a2684ccfb01d9ad3137690181f57 100644 --- a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.13_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.13_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009795544940984734 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_spectrumshift": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -127,29 +127,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "6d0a9ba0d2d3fea61d5b0e18e989a34f760d5c61", - "ss_seed": "2755894900", - "ss_session_id": "1363972076", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2755894900, + "ss_session_id": 1363972076, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_spectrumshift": { "1 eye": 1, @@ -783,14 +783,14 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708029582.612618", - "ss_training_started_at": "1708015133.9054313", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708029582.612618, + "ss_training_started_at": 1708015133.9054313, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b78cc06d", "sshs_model_hash": "ef00c8f5d2ab9c58e931cedb0688f2fec0e2dc37a54b9f5856fb26982cc66bd1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.16_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.16_fro_ckpt1.00_size16.0.json index d5c9058788f5e0681cb8c354a3de6b5820a14016..a9db18119965a2684ccfb01d9ad3137690181f57 100644 --- a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.16_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.16_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009795544940984734 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_spectrumshift": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -127,29 +127,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "6d0a9ba0d2d3fea61d5b0e18e989a34f760d5c61", - "ss_seed": "2755894900", - "ss_session_id": "1363972076", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2755894900, + "ss_session_id": 1363972076, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_spectrumshift": { "1 eye": 1, @@ -783,14 +783,14 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708029582.612618", - "ss_training_started_at": "1708015133.9054313", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708029582.612618, + "ss_training_started_at": 1708015133.9054313, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b78cc06d", "sshs_model_hash": "ef00c8f5d2ab9c58e931cedb0688f2fec0e2dc37a54b9f5856fb26982cc66bd1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.19_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.19_fro_ckpt1.00_size18.0.json index d5c9058788f5e0681cb8c354a3de6b5820a14016..a9db18119965a2684ccfb01d9ad3137690181f57 100644 --- a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.19_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.19_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009795544940984734 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_spectrumshift": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -127,29 +127,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "6d0a9ba0d2d3fea61d5b0e18e989a34f760d5c61", - "ss_seed": "2755894900", - "ss_session_id": "1363972076", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2755894900, + "ss_session_id": 1363972076, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_spectrumshift": { "1 eye": 1, @@ -783,14 +783,14 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708029582.612618", - "ss_training_started_at": "1708015133.9054313", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708029582.612618, + "ss_training_started_at": 1708015133.9054313, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b78cc06d", "sshs_model_hash": "ef00c8f5d2ab9c58e931cedb0688f2fec0e2dc37a54b9f5856fb26982cc66bd1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.22_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.22_fro_ckpt1.00_size20.0.json index d5c9058788f5e0681cb8c354a3de6b5820a14016..a9db18119965a2684ccfb01d9ad3137690181f57 100644 --- a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.22_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.22_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009795544940984734 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_spectrumshift": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -127,29 +127,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "6d0a9ba0d2d3fea61d5b0e18e989a34f760d5c61", - "ss_seed": "2755894900", - "ss_session_id": "1363972076", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2755894900, + "ss_session_id": 1363972076, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_spectrumshift": { "1 eye": 1, @@ -783,14 +783,14 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708029582.612618", - "ss_training_started_at": "1708015133.9054313", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708029582.612618, + "ss_training_started_at": 1708015133.9054313, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b78cc06d", "sshs_model_hash": "ef00c8f5d2ab9c58e931cedb0688f2fec0e2dc37a54b9f5856fb26982cc66bd1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.25_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.25_fro_ckpt1.00_size22.0.json index d5c9058788f5e0681cb8c354a3de6b5820a14016..a9db18119965a2684ccfb01d9ad3137690181f57 100644 --- a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.25_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.25_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009795544940984734 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_spectrumshift": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -127,29 +127,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "6d0a9ba0d2d3fea61d5b0e18e989a34f760d5c61", - "ss_seed": "2755894900", - "ss_session_id": "1363972076", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2755894900, + "ss_session_id": 1363972076, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_spectrumshift": { "1 eye": 1, @@ -783,14 +783,14 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708029582.612618", - "ss_training_started_at": "1708015133.9054313", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708029582.612618, + "ss_training_started_at": 1708015133.9054313, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b78cc06d", "sshs_model_hash": "ef00c8f5d2ab9c58e931cedb0688f2fec0e2dc37a54b9f5856fb26982cc66bd1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.28_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.28_fro_ckpt1.00_size24.0.json index d5c9058788f5e0681cb8c354a3de6b5820a14016..a9db18119965a2684ccfb01d9ad3137690181f57 100644 --- a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.28_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.28_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009795544940984734 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_spectrumshift": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -127,29 +127,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "6d0a9ba0d2d3fea61d5b0e18e989a34f760d5c61", - "ss_seed": "2755894900", - "ss_session_id": "1363972076", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2755894900, + "ss_session_id": 1363972076, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_spectrumshift": { "1 eye": 1, @@ -783,14 +783,14 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708029582.612618", - "ss_training_started_at": "1708015133.9054313", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708029582.612618, + "ss_training_started_at": 1708015133.9054313, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b78cc06d", "sshs_model_hash": "ef00c8f5d2ab9c58e931cedb0688f2fec0e2dc37a54b9f5856fb26982cc66bd1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.39_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.39_fro_ckpt1.00_size32.0.json index d5c9058788f5e0681cb8c354a3de6b5820a14016..a9db18119965a2684ccfb01d9ad3137690181f57 100644 --- a/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.39_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/spectrumshift-v1e400_th-3.39_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -77,43 +77,43 @@ }, "mean_img_ar_error": 0.009795544940984734 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_spectrumshift": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -127,29 +127,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "6d0a9ba0d2d3fea61d5b0e18e989a34f760d5c61", - "ss_seed": "2755894900", - "ss_session_id": "1363972076", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2755894900, + "ss_session_id": 1363972076, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_spectrumshift": { "1 eye": 1, @@ -783,14 +783,14 @@ "yellow sclera": 2 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708029582.612618", - "ss_training_started_at": "1708015133.9054313", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708029582.612618, + "ss_training_started_at": 1708015133.9054313, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b78cc06d", "sshs_model_hash": "ef00c8f5d2ab9c58e931cedb0688f2fec0e2dc37a54b9f5856fb26982cc66bd1" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/squishy-v1e10_th-1.07_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/squishy-v1e10_th-1.07_spn_lora0.50_spn_ckpt0.50_size4.0.json index 712602be75a78f0f7c25743ec570ad16f16e5eba..f49b07d8a468cd6e76b1f55cf9a012b39541e02c 100644 --- a/ponyxl_loras_shrunk/squishy-v1e10_th-1.07_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/squishy-v1e10_th-1.07_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -189,43 +189,43 @@ }, "mean_img_ar_error": 0.006385128289178192 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "12_squishy": { "img_count": 75, "n_repeats": 12 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -239,29 +239,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "113", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 113, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2498859475", - "ss_session_id": "1462494029", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 2498859475, + "ss_session_id": 1462494029, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "12_squishy": { "2 toes": 1, @@ -856,14 +856,14 @@ "zac \\(squishy\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707184510.4265194", - "ss_training_started_at": "1707175095.714936", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707184510.4265194, + "ss_training_started_at": 1707175095.714936, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3ed915df", "sshs_model_hash": "c0eddfd6aecdf10a846933205e7ffb7b089e0b4c1431aad6e1a2e9892b978016" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/squishy-v1e10_th-1.29_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/squishy-v1e10_th-1.29_spn_lora0.50_spn_ckpt0.50_size8.0.json index 712602be75a78f0f7c25743ec570ad16f16e5eba..f49b07d8a468cd6e76b1f55cf9a012b39541e02c 100644 --- a/ponyxl_loras_shrunk/squishy-v1e10_th-1.29_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/squishy-v1e10_th-1.29_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -189,43 +189,43 @@ }, "mean_img_ar_error": 0.006385128289178192 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "12_squishy": { "img_count": 75, "n_repeats": 12 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -239,29 +239,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "113", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 113, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2498859475", - "ss_session_id": "1462494029", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 2498859475, + "ss_session_id": 1462494029, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "12_squishy": { "2 toes": 1, @@ -856,14 +856,14 @@ "zac \\(squishy\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707184510.4265194", - "ss_training_started_at": "1707175095.714936", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707184510.4265194, + "ss_training_started_at": 1707175095.714936, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3ed915df", "sshs_model_hash": "c0eddfd6aecdf10a846933205e7ffb7b089e0b4c1431aad6e1a2e9892b978016" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/squishy-v1e10_th-1.40_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/squishy-v1e10_th-1.40_spn_lora0.50_spn_ckpt0.50_size12.0.json index 712602be75a78f0f7c25743ec570ad16f16e5eba..f49b07d8a468cd6e76b1f55cf9a012b39541e02c 100644 --- a/ponyxl_loras_shrunk/squishy-v1e10_th-1.40_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/squishy-v1e10_th-1.40_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -189,43 +189,43 @@ }, "mean_img_ar_error": 0.006385128289178192 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "12_squishy": { "img_count": 75, "n_repeats": 12 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -239,29 +239,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "113", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 113, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2498859475", - "ss_session_id": "1462494029", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 2498859475, + "ss_session_id": 1462494029, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "12_squishy": { "2 toes": 1, @@ -856,14 +856,14 @@ "zac \\(squishy\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707184510.4265194", - "ss_training_started_at": "1707175095.714936", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707184510.4265194, + "ss_training_started_at": 1707175095.714936, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3ed915df", "sshs_model_hash": "c0eddfd6aecdf10a846933205e7ffb7b089e0b4c1431aad6e1a2e9892b978016" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/squishy-v1e10_th-1.59_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/squishy-v1e10_th-1.59_spn_lora0.50_spn_ckpt0.50_size24.0.json index 712602be75a78f0f7c25743ec570ad16f16e5eba..f49b07d8a468cd6e76b1f55cf9a012b39541e02c 100644 --- a/ponyxl_loras_shrunk/squishy-v1e10_th-1.59_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/squishy-v1e10_th-1.59_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -189,43 +189,43 @@ }, "mean_img_ar_error": 0.006385128289178192 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "12_squishy": { "img_count": 75, "n_repeats": 12 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -239,29 +239,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "113", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 113, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2498859475", - "ss_session_id": "1462494029", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 2498859475, + "ss_session_id": 1462494029, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "12_squishy": { "2 toes": 1, @@ -856,14 +856,14 @@ "zac \\(squishy\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707184510.4265194", - "ss_training_started_at": "1707175095.714936", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707184510.4265194, + "ss_training_started_at": 1707175095.714936, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3ed915df", "sshs_model_hash": "c0eddfd6aecdf10a846933205e7ffb7b089e0b4c1431aad6e1a2e9892b978016" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/squishy-v1e10_th-1.70_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/squishy-v1e10_th-1.70_spn_lora0.50_spn_ckpt0.50_size32.0.json index 712602be75a78f0f7c25743ec570ad16f16e5eba..f49b07d8a468cd6e76b1f55cf9a012b39541e02c 100644 --- a/ponyxl_loras_shrunk/squishy-v1e10_th-1.70_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/squishy-v1e10_th-1.70_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -189,43 +189,43 @@ }, "mean_img_ar_error": 0.006385128289178192 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "12_squishy": { "img_count": 75, "n_repeats": 12 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -239,29 +239,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "113", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 113, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2498859475", - "ss_session_id": "1462494029", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 2498859475, + "ss_session_id": 1462494029, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "12_squishy": { "2 toes": 1, @@ -856,14 +856,14 @@ "zac \\(squishy\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707184510.4265194", - "ss_training_started_at": "1707175095.714936", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707184510.4265194, + "ss_training_started_at": 1707175095.714936, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3ed915df", "sshs_model_hash": "c0eddfd6aecdf10a846933205e7ffb7b089e0b4c1431aad6e1a2e9892b978016" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/squishy-v1e10_th-2.06_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/squishy-v1e10_th-2.06_spn_ckpt1.00_size4.0.json index 712602be75a78f0f7c25743ec570ad16f16e5eba..f49b07d8a468cd6e76b1f55cf9a012b39541e02c 100644 --- a/ponyxl_loras_shrunk/squishy-v1e10_th-2.06_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/squishy-v1e10_th-2.06_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -189,43 +189,43 @@ }, "mean_img_ar_error": 0.006385128289178192 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "12_squishy": { "img_count": 75, "n_repeats": 12 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -239,29 +239,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "113", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 113, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2498859475", - "ss_session_id": "1462494029", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 2498859475, + "ss_session_id": 1462494029, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "12_squishy": { "2 toes": 1, @@ -856,14 +856,14 @@ "zac \\(squishy\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707184510.4265194", - "ss_training_started_at": "1707175095.714936", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707184510.4265194, + "ss_training_started_at": 1707175095.714936, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3ed915df", "sshs_model_hash": "c0eddfd6aecdf10a846933205e7ffb7b089e0b4c1431aad6e1a2e9892b978016" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/squishy-v1e10_th-2.31_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/squishy-v1e10_th-2.31_spn_ckpt1.00_size8.0.json index 712602be75a78f0f7c25743ec570ad16f16e5eba..f49b07d8a468cd6e76b1f55cf9a012b39541e02c 100644 --- a/ponyxl_loras_shrunk/squishy-v1e10_th-2.31_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/squishy-v1e10_th-2.31_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -189,43 +189,43 @@ }, "mean_img_ar_error": 0.006385128289178192 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "12_squishy": { "img_count": 75, "n_repeats": 12 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -239,29 +239,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "113", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 113, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2498859475", - "ss_session_id": "1462494029", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 2498859475, + "ss_session_id": 1462494029, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "12_squishy": { "2 toes": 1, @@ -856,14 +856,14 @@ "zac \\(squishy\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707184510.4265194", - "ss_training_started_at": "1707175095.714936", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707184510.4265194, + "ss_training_started_at": 1707175095.714936, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3ed915df", "sshs_model_hash": "c0eddfd6aecdf10a846933205e7ffb7b089e0b4c1431aad6e1a2e9892b978016" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/squishy-v1e10_th-2.44_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/squishy-v1e10_th-2.44_spn_ckpt1.00_size12.0.json index 712602be75a78f0f7c25743ec570ad16f16e5eba..f49b07d8a468cd6e76b1f55cf9a012b39541e02c 100644 --- a/ponyxl_loras_shrunk/squishy-v1e10_th-2.44_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/squishy-v1e10_th-2.44_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -189,43 +189,43 @@ }, "mean_img_ar_error": 0.006385128289178192 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "12_squishy": { "img_count": 75, "n_repeats": 12 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -239,29 +239,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "113", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 113, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2498859475", - "ss_session_id": "1462494029", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 2498859475, + "ss_session_id": 1462494029, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "12_squishy": { "2 toes": 1, @@ -856,14 +856,14 @@ "zac \\(squishy\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707184510.4265194", - "ss_training_started_at": "1707175095.714936", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707184510.4265194, + "ss_training_started_at": 1707175095.714936, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3ed915df", "sshs_model_hash": "c0eddfd6aecdf10a846933205e7ffb7b089e0b4c1431aad6e1a2e9892b978016" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/squishy-v1e10_th-2.49_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/squishy-v1e10_th-2.49_spn_ckpt1.00_size14.0.json index 712602be75a78f0f7c25743ec570ad16f16e5eba..f49b07d8a468cd6e76b1f55cf9a012b39541e02c 100644 --- a/ponyxl_loras_shrunk/squishy-v1e10_th-2.49_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/squishy-v1e10_th-2.49_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -189,43 +189,43 @@ }, "mean_img_ar_error": 0.006385128289178192 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "12_squishy": { "img_count": 75, "n_repeats": 12 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -239,29 +239,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "113", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 113, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2498859475", - "ss_session_id": "1462494029", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 2498859475, + "ss_session_id": 1462494029, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "12_squishy": { "2 toes": 1, @@ -856,14 +856,14 @@ "zac \\(squishy\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707184510.4265194", - "ss_training_started_at": "1707175095.714936", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707184510.4265194, + "ss_training_started_at": 1707175095.714936, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3ed915df", "sshs_model_hash": "c0eddfd6aecdf10a846933205e7ffb7b089e0b4c1431aad6e1a2e9892b978016" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/squishy-v1e10_th-2.53_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/squishy-v1e10_th-2.53_spn_ckpt1.00_size16.0.json index 712602be75a78f0f7c25743ec570ad16f16e5eba..f49b07d8a468cd6e76b1f55cf9a012b39541e02c 100644 --- a/ponyxl_loras_shrunk/squishy-v1e10_th-2.53_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/squishy-v1e10_th-2.53_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -189,43 +189,43 @@ }, "mean_img_ar_error": 0.006385128289178192 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "12_squishy": { "img_count": 75, "n_repeats": 12 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -239,29 +239,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "113", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 113, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2498859475", - "ss_session_id": "1462494029", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 2498859475, + "ss_session_id": 1462494029, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "12_squishy": { "2 toes": 1, @@ -856,14 +856,14 @@ "zac \\(squishy\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707184510.4265194", - "ss_training_started_at": "1707175095.714936", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707184510.4265194, + "ss_training_started_at": 1707175095.714936, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3ed915df", "sshs_model_hash": "c0eddfd6aecdf10a846933205e7ffb7b089e0b4c1431aad6e1a2e9892b978016" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/squishy-v1e10_th-2.57_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/squishy-v1e10_th-2.57_spn_ckpt1.00_size18.0.json index 712602be75a78f0f7c25743ec570ad16f16e5eba..f49b07d8a468cd6e76b1f55cf9a012b39541e02c 100644 --- a/ponyxl_loras_shrunk/squishy-v1e10_th-2.57_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/squishy-v1e10_th-2.57_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -189,43 +189,43 @@ }, "mean_img_ar_error": 0.006385128289178192 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "12_squishy": { "img_count": 75, "n_repeats": 12 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -239,29 +239,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "113", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 113, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2498859475", - "ss_session_id": "1462494029", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 2498859475, + "ss_session_id": 1462494029, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "12_squishy": { "2 toes": 1, @@ -856,14 +856,14 @@ "zac \\(squishy\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707184510.4265194", - "ss_training_started_at": "1707175095.714936", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707184510.4265194, + "ss_training_started_at": 1707175095.714936, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3ed915df", "sshs_model_hash": "c0eddfd6aecdf10a846933205e7ffb7b089e0b4c1431aad6e1a2e9892b978016" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/squishy-v1e10_th-2.61_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/squishy-v1e10_th-2.61_spn_ckpt1.00_size20.0.json index 712602be75a78f0f7c25743ec570ad16f16e5eba..f49b07d8a468cd6e76b1f55cf9a012b39541e02c 100644 --- a/ponyxl_loras_shrunk/squishy-v1e10_th-2.61_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/squishy-v1e10_th-2.61_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -189,43 +189,43 @@ }, "mean_img_ar_error": 0.006385128289178192 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "12_squishy": { "img_count": 75, "n_repeats": 12 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -239,29 +239,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "113", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 113, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2498859475", - "ss_session_id": "1462494029", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 2498859475, + "ss_session_id": 1462494029, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "12_squishy": { "2 toes": 1, @@ -856,14 +856,14 @@ "zac \\(squishy\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707184510.4265194", - "ss_training_started_at": "1707175095.714936", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707184510.4265194, + "ss_training_started_at": 1707175095.714936, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3ed915df", "sshs_model_hash": "c0eddfd6aecdf10a846933205e7ffb7b089e0b4c1431aad6e1a2e9892b978016" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/squishy-v1e10_th-2.64_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/squishy-v1e10_th-2.64_spn_ckpt1.00_size22.0.json index 712602be75a78f0f7c25743ec570ad16f16e5eba..f49b07d8a468cd6e76b1f55cf9a012b39541e02c 100644 --- a/ponyxl_loras_shrunk/squishy-v1e10_th-2.64_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/squishy-v1e10_th-2.64_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -189,43 +189,43 @@ }, "mean_img_ar_error": 0.006385128289178192 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "12_squishy": { "img_count": 75, "n_repeats": 12 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -239,29 +239,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "113", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 113, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2498859475", - "ss_session_id": "1462494029", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 2498859475, + "ss_session_id": 1462494029, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "12_squishy": { "2 toes": 1, @@ -856,14 +856,14 @@ "zac \\(squishy\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707184510.4265194", - "ss_training_started_at": "1707175095.714936", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707184510.4265194, + "ss_training_started_at": 1707175095.714936, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3ed915df", "sshs_model_hash": "c0eddfd6aecdf10a846933205e7ffb7b089e0b4c1431aad6e1a2e9892b978016" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/squishy-v1e10_th-2.68_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/squishy-v1e10_th-2.68_spn_ckpt1.00_size24.0.json index 712602be75a78f0f7c25743ec570ad16f16e5eba..f49b07d8a468cd6e76b1f55cf9a012b39541e02c 100644 --- a/ponyxl_loras_shrunk/squishy-v1e10_th-2.68_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/squishy-v1e10_th-2.68_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -189,43 +189,43 @@ }, "mean_img_ar_error": 0.006385128289178192 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "12_squishy": { "img_count": 75, "n_repeats": 12 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -239,29 +239,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "113", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 113, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2498859475", - "ss_session_id": "1462494029", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 2498859475, + "ss_session_id": 1462494029, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "12_squishy": { "2 toes": 1, @@ -856,14 +856,14 @@ "zac \\(squishy\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707184510.4265194", - "ss_training_started_at": "1707175095.714936", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707184510.4265194, + "ss_training_started_at": 1707175095.714936, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3ed915df", "sshs_model_hash": "c0eddfd6aecdf10a846933205e7ffb7b089e0b4c1431aad6e1a2e9892b978016" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/squishy-v1e10_th-2.81_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/squishy-v1e10_th-2.81_spn_ckpt1.00_size32.0.json index 712602be75a78f0f7c25743ec570ad16f16e5eba..f49b07d8a468cd6e76b1f55cf9a012b39541e02c 100644 --- a/ponyxl_loras_shrunk/squishy-v1e10_th-2.81_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/squishy-v1e10_th-2.81_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -189,43 +189,43 @@ }, "mean_img_ar_error": 0.006385128289178192 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "12_squishy": { "img_count": 75, "n_repeats": 12 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -239,29 +239,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "113", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 113, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2498859475", - "ss_session_id": "1462494029", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 2498859475, + "ss_session_id": 1462494029, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "12_squishy": { "2 toes": 1, @@ -856,14 +856,14 @@ "zac \\(squishy\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707184510.4265194", - "ss_training_started_at": "1707175095.714936", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707184510.4265194, + "ss_training_started_at": 1707175095.714936, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3ed915df", "sshs_model_hash": "c0eddfd6aecdf10a846933205e7ffb7b089e0b4c1431aad6e1a2e9892b978016" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/squishy-v1e10_th-2.97_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/squishy-v1e10_th-2.97_fro_ckpt1.00_size4.0.json index 712602be75a78f0f7c25743ec570ad16f16e5eba..f49b07d8a468cd6e76b1f55cf9a012b39541e02c 100644 --- a/ponyxl_loras_shrunk/squishy-v1e10_th-2.97_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/squishy-v1e10_th-2.97_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -189,43 +189,43 @@ }, "mean_img_ar_error": 0.006385128289178192 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "12_squishy": { "img_count": 75, "n_repeats": 12 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -239,29 +239,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "113", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 113, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2498859475", - "ss_session_id": "1462494029", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 2498859475, + "ss_session_id": 1462494029, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "12_squishy": { "2 toes": 1, @@ -856,14 +856,14 @@ "zac \\(squishy\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707184510.4265194", - "ss_training_started_at": "1707175095.714936", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707184510.4265194, + "ss_training_started_at": 1707175095.714936, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3ed915df", "sshs_model_hash": "c0eddfd6aecdf10a846933205e7ffb7b089e0b4c1431aad6e1a2e9892b978016" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/squishy-v1e10_th-3.22_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/squishy-v1e10_th-3.22_fro_ckpt1.00_size8.0.json index 712602be75a78f0f7c25743ec570ad16f16e5eba..f49b07d8a468cd6e76b1f55cf9a012b39541e02c 100644 --- a/ponyxl_loras_shrunk/squishy-v1e10_th-3.22_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/squishy-v1e10_th-3.22_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -189,43 +189,43 @@ }, "mean_img_ar_error": 0.006385128289178192 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "12_squishy": { "img_count": 75, "n_repeats": 12 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -239,29 +239,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "113", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 113, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2498859475", - "ss_session_id": "1462494029", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 2498859475, + "ss_session_id": 1462494029, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "12_squishy": { "2 toes": 1, @@ -856,14 +856,14 @@ "zac \\(squishy\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707184510.4265194", - "ss_training_started_at": "1707175095.714936", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707184510.4265194, + "ss_training_started_at": 1707175095.714936, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3ed915df", "sshs_model_hash": "c0eddfd6aecdf10a846933205e7ffb7b089e0b4c1431aad6e1a2e9892b978016" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/squishy-v1e10_th-3.37_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/squishy-v1e10_th-3.37_fro_ckpt1.00_size12.0.json index 712602be75a78f0f7c25743ec570ad16f16e5eba..f49b07d8a468cd6e76b1f55cf9a012b39541e02c 100644 --- a/ponyxl_loras_shrunk/squishy-v1e10_th-3.37_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/squishy-v1e10_th-3.37_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -189,43 +189,43 @@ }, "mean_img_ar_error": 0.006385128289178192 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "12_squishy": { "img_count": 75, "n_repeats": 12 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -239,29 +239,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "113", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 113, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2498859475", - "ss_session_id": "1462494029", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 2498859475, + "ss_session_id": 1462494029, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "12_squishy": { "2 toes": 1, @@ -856,14 +856,14 @@ "zac \\(squishy\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707184510.4265194", - "ss_training_started_at": "1707175095.714936", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707184510.4265194, + "ss_training_started_at": 1707175095.714936, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3ed915df", "sshs_model_hash": "c0eddfd6aecdf10a846933205e7ffb7b089e0b4c1431aad6e1a2e9892b978016" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/squishy-v1e10_th-3.42_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/squishy-v1e10_th-3.42_fro_ckpt1.00_size14.0.json index 712602be75a78f0f7c25743ec570ad16f16e5eba..f49b07d8a468cd6e76b1f55cf9a012b39541e02c 100644 --- a/ponyxl_loras_shrunk/squishy-v1e10_th-3.42_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/squishy-v1e10_th-3.42_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -189,43 +189,43 @@ }, "mean_img_ar_error": 0.006385128289178192 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "12_squishy": { "img_count": 75, "n_repeats": 12 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -239,29 +239,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "113", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 113, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2498859475", - "ss_session_id": "1462494029", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 2498859475, + "ss_session_id": 1462494029, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "12_squishy": { "2 toes": 1, @@ -856,14 +856,14 @@ "zac \\(squishy\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707184510.4265194", - "ss_training_started_at": "1707175095.714936", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707184510.4265194, + "ss_training_started_at": 1707175095.714936, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3ed915df", "sshs_model_hash": "c0eddfd6aecdf10a846933205e7ffb7b089e0b4c1431aad6e1a2e9892b978016" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/squishy-v1e10_th-3.47_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/squishy-v1e10_th-3.47_fro_ckpt1.00_size16.0.json index 712602be75a78f0f7c25743ec570ad16f16e5eba..f49b07d8a468cd6e76b1f55cf9a012b39541e02c 100644 --- a/ponyxl_loras_shrunk/squishy-v1e10_th-3.47_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/squishy-v1e10_th-3.47_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -189,43 +189,43 @@ }, "mean_img_ar_error": 0.006385128289178192 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "12_squishy": { "img_count": 75, "n_repeats": 12 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -239,29 +239,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "113", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 113, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2498859475", - "ss_session_id": "1462494029", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 2498859475, + "ss_session_id": 1462494029, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "12_squishy": { "2 toes": 1, @@ -856,14 +856,14 @@ "zac \\(squishy\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707184510.4265194", - "ss_training_started_at": "1707175095.714936", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707184510.4265194, + "ss_training_started_at": 1707175095.714936, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3ed915df", "sshs_model_hash": "c0eddfd6aecdf10a846933205e7ffb7b089e0b4c1431aad6e1a2e9892b978016" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/squishy-v1e10_th-3.51_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/squishy-v1e10_th-3.51_fro_ckpt1.00_size18.0.json index 712602be75a78f0f7c25743ec570ad16f16e5eba..f49b07d8a468cd6e76b1f55cf9a012b39541e02c 100644 --- a/ponyxl_loras_shrunk/squishy-v1e10_th-3.51_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/squishy-v1e10_th-3.51_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -189,43 +189,43 @@ }, "mean_img_ar_error": 0.006385128289178192 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "12_squishy": { "img_count": 75, "n_repeats": 12 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -239,29 +239,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "113", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 113, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2498859475", - "ss_session_id": "1462494029", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 2498859475, + "ss_session_id": 1462494029, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "12_squishy": { "2 toes": 1, @@ -856,14 +856,14 @@ "zac \\(squishy\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707184510.4265194", - "ss_training_started_at": "1707175095.714936", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707184510.4265194, + "ss_training_started_at": 1707175095.714936, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3ed915df", "sshs_model_hash": "c0eddfd6aecdf10a846933205e7ffb7b089e0b4c1431aad6e1a2e9892b978016" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/squishy-v1e10_th-3.55_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/squishy-v1e10_th-3.55_fro_ckpt1.00_size20.0.json index 712602be75a78f0f7c25743ec570ad16f16e5eba..f49b07d8a468cd6e76b1f55cf9a012b39541e02c 100644 --- a/ponyxl_loras_shrunk/squishy-v1e10_th-3.55_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/squishy-v1e10_th-3.55_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -189,43 +189,43 @@ }, "mean_img_ar_error": 0.006385128289178192 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "12_squishy": { "img_count": 75, "n_repeats": 12 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -239,29 +239,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "113", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 113, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2498859475", - "ss_session_id": "1462494029", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 2498859475, + "ss_session_id": 1462494029, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "12_squishy": { "2 toes": 1, @@ -856,14 +856,14 @@ "zac \\(squishy\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707184510.4265194", - "ss_training_started_at": "1707175095.714936", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707184510.4265194, + "ss_training_started_at": 1707175095.714936, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3ed915df", "sshs_model_hash": "c0eddfd6aecdf10a846933205e7ffb7b089e0b4c1431aad6e1a2e9892b978016" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/squishy-v1e10_th-3.58_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/squishy-v1e10_th-3.58_fro_ckpt1.00_size22.0.json index 712602be75a78f0f7c25743ec570ad16f16e5eba..f49b07d8a468cd6e76b1f55cf9a012b39541e02c 100644 --- a/ponyxl_loras_shrunk/squishy-v1e10_th-3.58_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/squishy-v1e10_th-3.58_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -189,43 +189,43 @@ }, "mean_img_ar_error": 0.006385128289178192 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "12_squishy": { "img_count": 75, "n_repeats": 12 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -239,29 +239,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "113", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 113, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2498859475", - "ss_session_id": "1462494029", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 2498859475, + "ss_session_id": 1462494029, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "12_squishy": { "2 toes": 1, @@ -856,14 +856,14 @@ "zac \\(squishy\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707184510.4265194", - "ss_training_started_at": "1707175095.714936", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707184510.4265194, + "ss_training_started_at": 1707175095.714936, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3ed915df", "sshs_model_hash": "c0eddfd6aecdf10a846933205e7ffb7b089e0b4c1431aad6e1a2e9892b978016" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/squishy-v1e10_th-3.61_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/squishy-v1e10_th-3.61_fro_ckpt1.00_size24.0.json index 712602be75a78f0f7c25743ec570ad16f16e5eba..f49b07d8a468cd6e76b1f55cf9a012b39541e02c 100644 --- a/ponyxl_loras_shrunk/squishy-v1e10_th-3.61_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/squishy-v1e10_th-3.61_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -189,43 +189,43 @@ }, "mean_img_ar_error": 0.006385128289178192 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "12_squishy": { "img_count": 75, "n_repeats": 12 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -239,29 +239,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "113", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 113, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2498859475", - "ss_session_id": "1462494029", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 2498859475, + "ss_session_id": 1462494029, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "12_squishy": { "2 toes": 1, @@ -856,14 +856,14 @@ "zac \\(squishy\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707184510.4265194", - "ss_training_started_at": "1707175095.714936", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707184510.4265194, + "ss_training_started_at": 1707175095.714936, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3ed915df", "sshs_model_hash": "c0eddfd6aecdf10a846933205e7ffb7b089e0b4c1431aad6e1a2e9892b978016" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/squishy-v1e10_th-3.72_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/squishy-v1e10_th-3.72_fro_ckpt1.00_size32.0.json index 712602be75a78f0f7c25743ec570ad16f16e5eba..f49b07d8a468cd6e76b1f55cf9a012b39541e02c 100644 --- a/ponyxl_loras_shrunk/squishy-v1e10_th-3.72_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/squishy-v1e10_th-3.72_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -189,43 +189,43 @@ }, "mean_img_ar_error": 0.006385128289178192 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "12_squishy": { "img_count": 75, "n_repeats": 12 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "10", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 10, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "100", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 100, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -239,29 +239,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "113", - "ss_num_epochs": "10", - "ss_num_reg_images": "0", - "ss_num_train_images": "900", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 113, + "ss_num_epochs": 10, + "ss_num_reg_images": 0, + "ss_num_train_images": 900, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2498859475", - "ss_session_id": "1462494029", - "ss_shuffle_caption": "False", - "ss_steps": "100", + "ss_seed": 2498859475, + "ss_session_id": 1462494029, + "ss_shuffle_caption": false, + "ss_steps": 100, "ss_tag_frequency": { "12_squishy": { "2 toes": 1, @@ -856,14 +856,14 @@ "zac \\(squishy\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707184510.4265194", - "ss_training_started_at": "1707175095.714936", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707184510.4265194, + "ss_training_started_at": 1707175095.714936, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3ed915df", "sshs_model_hash": "c0eddfd6aecdf10a846933205e7ffb7b089e0b4c1431aad6e1a2e9892b978016" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/tibetan-v2e500_th-0.92_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/tibetan-v2e500_th-0.92_spn_lora0.50_spn_ckpt0.50_size4.0.json index f18c057feb7b4238a2201ab48d02d9eb789f560a..b5dc3083957ef8bbb2ad4fe928f4c95222f7aafb 100644 --- a/ponyxl_loras_shrunk/tibetan-v2e500_th-0.92_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/tibetan-v2e500_th-0.92_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.017608187006152493 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_tibetan_sand_fox": { "img_count": 16, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1601336944", - "ss_session_id": "3849817936", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1601336944, + "ss_session_id": 3849817936, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_tibetan_sand_fox": { "3 fingers": 1, @@ -412,14 +412,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711512473.9175951", - "ss_training_started_at": "1711503181.9913023", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711512473.9175951, + "ss_training_started_at": 1711503181.9913025, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "00053ef4", "sshs_model_hash": "329ccf73f5424640af70eb07316c3dc098f51715f8e6ba4395c5c43f6194b335" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/tibetan-v2e500_th-1.12_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/tibetan-v2e500_th-1.12_spn_lora0.50_spn_ckpt0.50_size8.0.json index f18c057feb7b4238a2201ab48d02d9eb789f560a..b5dc3083957ef8bbb2ad4fe928f4c95222f7aafb 100644 --- a/ponyxl_loras_shrunk/tibetan-v2e500_th-1.12_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/tibetan-v2e500_th-1.12_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.017608187006152493 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_tibetan_sand_fox": { "img_count": 16, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1601336944", - "ss_session_id": "3849817936", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1601336944, + "ss_session_id": 3849817936, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_tibetan_sand_fox": { "3 fingers": 1, @@ -412,14 +412,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711512473.9175951", - "ss_training_started_at": "1711503181.9913023", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711512473.9175951, + "ss_training_started_at": 1711503181.9913025, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "00053ef4", "sshs_model_hash": "329ccf73f5424640af70eb07316c3dc098f51715f8e6ba4395c5c43f6194b335" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/tibetan-v2e500_th-1.22_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/tibetan-v2e500_th-1.22_spn_lora0.50_spn_ckpt0.50_size12.0.json index f18c057feb7b4238a2201ab48d02d9eb789f560a..b5dc3083957ef8bbb2ad4fe928f4c95222f7aafb 100644 --- a/ponyxl_loras_shrunk/tibetan-v2e500_th-1.22_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/tibetan-v2e500_th-1.22_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.017608187006152493 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_tibetan_sand_fox": { "img_count": 16, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1601336944", - "ss_session_id": "3849817936", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1601336944, + "ss_session_id": 3849817936, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_tibetan_sand_fox": { "3 fingers": 1, @@ -412,14 +412,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711512473.9175951", - "ss_training_started_at": "1711503181.9913023", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711512473.9175951, + "ss_training_started_at": 1711503181.9913025, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "00053ef4", "sshs_model_hash": "329ccf73f5424640af70eb07316c3dc098f51715f8e6ba4395c5c43f6194b335" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/tibetan-v2e500_th-1.40_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/tibetan-v2e500_th-1.40_spn_lora0.50_spn_ckpt0.50_size24.0.json index f18c057feb7b4238a2201ab48d02d9eb789f560a..b5dc3083957ef8bbb2ad4fe928f4c95222f7aafb 100644 --- a/ponyxl_loras_shrunk/tibetan-v2e500_th-1.40_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/tibetan-v2e500_th-1.40_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.017608187006152493 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_tibetan_sand_fox": { "img_count": 16, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1601336944", - "ss_session_id": "3849817936", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1601336944, + "ss_session_id": 3849817936, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_tibetan_sand_fox": { "3 fingers": 1, @@ -412,14 +412,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711512473.9175951", - "ss_training_started_at": "1711503181.9913023", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711512473.9175951, + "ss_training_started_at": 1711503181.9913025, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "00053ef4", "sshs_model_hash": "329ccf73f5424640af70eb07316c3dc098f51715f8e6ba4395c5c43f6194b335" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/tibetan-v2e500_th-1.52_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/tibetan-v2e500_th-1.52_spn_lora0.50_spn_ckpt0.50_size32.0.json index f18c057feb7b4238a2201ab48d02d9eb789f560a..b5dc3083957ef8bbb2ad4fe928f4c95222f7aafb 100644 --- a/ponyxl_loras_shrunk/tibetan-v2e500_th-1.52_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/tibetan-v2e500_th-1.52_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.017608187006152493 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_tibetan_sand_fox": { "img_count": 16, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1601336944", - "ss_session_id": "3849817936", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1601336944, + "ss_session_id": 3849817936, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_tibetan_sand_fox": { "3 fingers": 1, @@ -412,14 +412,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711512473.9175951", - "ss_training_started_at": "1711503181.9913023", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711512473.9175951, + "ss_training_started_at": 1711503181.9913025, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "00053ef4", "sshs_model_hash": "329ccf73f5424640af70eb07316c3dc098f51715f8e6ba4395c5c43f6194b335" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/tibetan-v2e500_th-1.69_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/tibetan-v2e500_th-1.69_spn_ckpt1.00_size4.0.json index f18c057feb7b4238a2201ab48d02d9eb789f560a..b5dc3083957ef8bbb2ad4fe928f4c95222f7aafb 100644 --- a/ponyxl_loras_shrunk/tibetan-v2e500_th-1.69_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/tibetan-v2e500_th-1.69_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.017608187006152493 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_tibetan_sand_fox": { "img_count": 16, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1601336944", - "ss_session_id": "3849817936", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1601336944, + "ss_session_id": 3849817936, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_tibetan_sand_fox": { "3 fingers": 1, @@ -412,14 +412,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711512473.9175951", - "ss_training_started_at": "1711503181.9913023", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711512473.9175951, + "ss_training_started_at": 1711503181.9913025, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "00053ef4", "sshs_model_hash": "329ccf73f5424640af70eb07316c3dc098f51715f8e6ba4395c5c43f6194b335" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/tibetan-v2e500_th-1.91_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/tibetan-v2e500_th-1.91_spn_ckpt1.00_size8.0.json index f18c057feb7b4238a2201ab48d02d9eb789f560a..b5dc3083957ef8bbb2ad4fe928f4c95222f7aafb 100644 --- a/ponyxl_loras_shrunk/tibetan-v2e500_th-1.91_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/tibetan-v2e500_th-1.91_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.017608187006152493 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_tibetan_sand_fox": { "img_count": 16, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1601336944", - "ss_session_id": "3849817936", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1601336944, + "ss_session_id": 3849817936, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_tibetan_sand_fox": { "3 fingers": 1, @@ -412,14 +412,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711512473.9175951", - "ss_training_started_at": "1711503181.9913023", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711512473.9175951, + "ss_training_started_at": 1711503181.9913025, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "00053ef4", "sshs_model_hash": "329ccf73f5424640af70eb07316c3dc098f51715f8e6ba4395c5c43f6194b335" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/tibetan-v2e500_th-2.04_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/tibetan-v2e500_th-2.04_spn_ckpt1.00_size12.0.json index f18c057feb7b4238a2201ab48d02d9eb789f560a..b5dc3083957ef8bbb2ad4fe928f4c95222f7aafb 100644 --- a/ponyxl_loras_shrunk/tibetan-v2e500_th-2.04_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/tibetan-v2e500_th-2.04_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.017608187006152493 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_tibetan_sand_fox": { "img_count": 16, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1601336944", - "ss_session_id": "3849817936", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1601336944, + "ss_session_id": 3849817936, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_tibetan_sand_fox": { "3 fingers": 1, @@ -412,14 +412,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711512473.9175951", - "ss_training_started_at": "1711503181.9913023", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711512473.9175951, + "ss_training_started_at": 1711503181.9913025, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "00053ef4", "sshs_model_hash": "329ccf73f5424640af70eb07316c3dc098f51715f8e6ba4395c5c43f6194b335" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/tibetan-v2e500_th-2.09_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/tibetan-v2e500_th-2.09_spn_ckpt1.00_size14.0.json index f18c057feb7b4238a2201ab48d02d9eb789f560a..b5dc3083957ef8bbb2ad4fe928f4c95222f7aafb 100644 --- a/ponyxl_loras_shrunk/tibetan-v2e500_th-2.09_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/tibetan-v2e500_th-2.09_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.017608187006152493 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_tibetan_sand_fox": { "img_count": 16, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1601336944", - "ss_session_id": "3849817936", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1601336944, + "ss_session_id": 3849817936, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_tibetan_sand_fox": { "3 fingers": 1, @@ -412,14 +412,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711512473.9175951", - "ss_training_started_at": "1711503181.9913023", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711512473.9175951, + "ss_training_started_at": 1711503181.9913025, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "00053ef4", "sshs_model_hash": "329ccf73f5424640af70eb07316c3dc098f51715f8e6ba4395c5c43f6194b335" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/tibetan-v2e500_th-2.14_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/tibetan-v2e500_th-2.14_spn_ckpt1.00_size16.0.json index f18c057feb7b4238a2201ab48d02d9eb789f560a..b5dc3083957ef8bbb2ad4fe928f4c95222f7aafb 100644 --- a/ponyxl_loras_shrunk/tibetan-v2e500_th-2.14_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/tibetan-v2e500_th-2.14_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.017608187006152493 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_tibetan_sand_fox": { "img_count": 16, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1601336944", - "ss_session_id": "3849817936", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1601336944, + "ss_session_id": 3849817936, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_tibetan_sand_fox": { "3 fingers": 1, @@ -412,14 +412,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711512473.9175951", - "ss_training_started_at": "1711503181.9913023", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711512473.9175951, + "ss_training_started_at": 1711503181.9913025, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "00053ef4", "sshs_model_hash": "329ccf73f5424640af70eb07316c3dc098f51715f8e6ba4395c5c43f6194b335" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/tibetan-v2e500_th-2.18_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/tibetan-v2e500_th-2.18_spn_ckpt1.00_size18.0.json index f18c057feb7b4238a2201ab48d02d9eb789f560a..b5dc3083957ef8bbb2ad4fe928f4c95222f7aafb 100644 --- a/ponyxl_loras_shrunk/tibetan-v2e500_th-2.18_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/tibetan-v2e500_th-2.18_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.017608187006152493 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_tibetan_sand_fox": { "img_count": 16, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1601336944", - "ss_session_id": "3849817936", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1601336944, + "ss_session_id": 3849817936, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_tibetan_sand_fox": { "3 fingers": 1, @@ -412,14 +412,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711512473.9175951", - "ss_training_started_at": "1711503181.9913023", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711512473.9175951, + "ss_training_started_at": 1711503181.9913025, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "00053ef4", "sshs_model_hash": "329ccf73f5424640af70eb07316c3dc098f51715f8e6ba4395c5c43f6194b335" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/tibetan-v2e500_th-2.22_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/tibetan-v2e500_th-2.22_spn_ckpt1.00_size20.0.json index f18c057feb7b4238a2201ab48d02d9eb789f560a..b5dc3083957ef8bbb2ad4fe928f4c95222f7aafb 100644 --- a/ponyxl_loras_shrunk/tibetan-v2e500_th-2.22_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/tibetan-v2e500_th-2.22_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.017608187006152493 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_tibetan_sand_fox": { "img_count": 16, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1601336944", - "ss_session_id": "3849817936", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1601336944, + "ss_session_id": 3849817936, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_tibetan_sand_fox": { "3 fingers": 1, @@ -412,14 +412,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711512473.9175951", - "ss_training_started_at": "1711503181.9913023", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711512473.9175951, + "ss_training_started_at": 1711503181.9913025, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "00053ef4", "sshs_model_hash": "329ccf73f5424640af70eb07316c3dc098f51715f8e6ba4395c5c43f6194b335" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/tibetan-v2e500_th-2.25_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/tibetan-v2e500_th-2.25_spn_ckpt1.00_size22.0.json index f18c057feb7b4238a2201ab48d02d9eb789f560a..b5dc3083957ef8bbb2ad4fe928f4c95222f7aafb 100644 --- a/ponyxl_loras_shrunk/tibetan-v2e500_th-2.25_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/tibetan-v2e500_th-2.25_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.017608187006152493 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_tibetan_sand_fox": { "img_count": 16, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1601336944", - "ss_session_id": "3849817936", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1601336944, + "ss_session_id": 3849817936, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_tibetan_sand_fox": { "3 fingers": 1, @@ -412,14 +412,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711512473.9175951", - "ss_training_started_at": "1711503181.9913023", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711512473.9175951, + "ss_training_started_at": 1711503181.9913025, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "00053ef4", "sshs_model_hash": "329ccf73f5424640af70eb07316c3dc098f51715f8e6ba4395c5c43f6194b335" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/tibetan-v2e500_th-2.29_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/tibetan-v2e500_th-2.29_spn_ckpt1.00_size24.0.json index f18c057feb7b4238a2201ab48d02d9eb789f560a..b5dc3083957ef8bbb2ad4fe928f4c95222f7aafb 100644 --- a/ponyxl_loras_shrunk/tibetan-v2e500_th-2.29_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/tibetan-v2e500_th-2.29_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.017608187006152493 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_tibetan_sand_fox": { "img_count": 16, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1601336944", - "ss_session_id": "3849817936", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1601336944, + "ss_session_id": 3849817936, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_tibetan_sand_fox": { "3 fingers": 1, @@ -412,14 +412,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711512473.9175951", - "ss_training_started_at": "1711503181.9913023", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711512473.9175951, + "ss_training_started_at": 1711503181.9913025, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "00053ef4", "sshs_model_hash": "329ccf73f5424640af70eb07316c3dc098f51715f8e6ba4395c5c43f6194b335" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/tibetan-v2e500_th-2.44_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/tibetan-v2e500_th-2.44_spn_ckpt1.00_size32.0.json index f18c057feb7b4238a2201ab48d02d9eb789f560a..b5dc3083957ef8bbb2ad4fe928f4c95222f7aafb 100644 --- a/ponyxl_loras_shrunk/tibetan-v2e500_th-2.44_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/tibetan-v2e500_th-2.44_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.017608187006152493 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_tibetan_sand_fox": { "img_count": 16, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1601336944", - "ss_session_id": "3849817936", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1601336944, + "ss_session_id": 3849817936, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_tibetan_sand_fox": { "3 fingers": 1, @@ -412,14 +412,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711512473.9175951", - "ss_training_started_at": "1711503181.9913023", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711512473.9175951, + "ss_training_started_at": 1711503181.9913025, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "00053ef4", "sshs_model_hash": "329ccf73f5424640af70eb07316c3dc098f51715f8e6ba4395c5c43f6194b335" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/tibetan-v2e500_th-2.64_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/tibetan-v2e500_th-2.64_fro_ckpt1.00_size4.0.json index f18c057feb7b4238a2201ab48d02d9eb789f560a..b5dc3083957ef8bbb2ad4fe928f4c95222f7aafb 100644 --- a/ponyxl_loras_shrunk/tibetan-v2e500_th-2.64_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/tibetan-v2e500_th-2.64_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.017608187006152493 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_tibetan_sand_fox": { "img_count": 16, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1601336944", - "ss_session_id": "3849817936", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1601336944, + "ss_session_id": 3849817936, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_tibetan_sand_fox": { "3 fingers": 1, @@ -412,14 +412,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711512473.9175951", - "ss_training_started_at": "1711503181.9913023", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711512473.9175951, + "ss_training_started_at": 1711503181.9913025, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "00053ef4", "sshs_model_hash": "329ccf73f5424640af70eb07316c3dc098f51715f8e6ba4395c5c43f6194b335" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/tibetan-v2e500_th-2.86_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/tibetan-v2e500_th-2.86_fro_ckpt1.00_size8.0.json index f18c057feb7b4238a2201ab48d02d9eb789f560a..b5dc3083957ef8bbb2ad4fe928f4c95222f7aafb 100644 --- a/ponyxl_loras_shrunk/tibetan-v2e500_th-2.86_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/tibetan-v2e500_th-2.86_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.017608187006152493 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_tibetan_sand_fox": { "img_count": 16, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1601336944", - "ss_session_id": "3849817936", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1601336944, + "ss_session_id": 3849817936, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_tibetan_sand_fox": { "3 fingers": 1, @@ -412,14 +412,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711512473.9175951", - "ss_training_started_at": "1711503181.9913023", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711512473.9175951, + "ss_training_started_at": 1711503181.9913025, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "00053ef4", "sshs_model_hash": "329ccf73f5424640af70eb07316c3dc098f51715f8e6ba4395c5c43f6194b335" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/tibetan-v2e500_th-3.00_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/tibetan-v2e500_th-3.00_fro_ckpt1.00_size12.0.json index f18c057feb7b4238a2201ab48d02d9eb789f560a..b5dc3083957ef8bbb2ad4fe928f4c95222f7aafb 100644 --- a/ponyxl_loras_shrunk/tibetan-v2e500_th-3.00_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/tibetan-v2e500_th-3.00_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.017608187006152493 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_tibetan_sand_fox": { "img_count": 16, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1601336944", - "ss_session_id": "3849817936", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1601336944, + "ss_session_id": 3849817936, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_tibetan_sand_fox": { "3 fingers": 1, @@ -412,14 +412,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711512473.9175951", - "ss_training_started_at": "1711503181.9913023", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711512473.9175951, + "ss_training_started_at": 1711503181.9913025, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "00053ef4", "sshs_model_hash": "329ccf73f5424640af70eb07316c3dc098f51715f8e6ba4395c5c43f6194b335" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/tibetan-v2e500_th-3.04_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/tibetan-v2e500_th-3.04_fro_ckpt1.00_size14.0.json index f18c057feb7b4238a2201ab48d02d9eb789f560a..b5dc3083957ef8bbb2ad4fe928f4c95222f7aafb 100644 --- a/ponyxl_loras_shrunk/tibetan-v2e500_th-3.04_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/tibetan-v2e500_th-3.04_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.017608187006152493 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_tibetan_sand_fox": { "img_count": 16, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1601336944", - "ss_session_id": "3849817936", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1601336944, + "ss_session_id": 3849817936, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_tibetan_sand_fox": { "3 fingers": 1, @@ -412,14 +412,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711512473.9175951", - "ss_training_started_at": "1711503181.9913023", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711512473.9175951, + "ss_training_started_at": 1711503181.9913025, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "00053ef4", "sshs_model_hash": "329ccf73f5424640af70eb07316c3dc098f51715f8e6ba4395c5c43f6194b335" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/tibetan-v2e500_th-3.09_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/tibetan-v2e500_th-3.09_fro_ckpt1.00_size16.0.json index f18c057feb7b4238a2201ab48d02d9eb789f560a..b5dc3083957ef8bbb2ad4fe928f4c95222f7aafb 100644 --- a/ponyxl_loras_shrunk/tibetan-v2e500_th-3.09_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/tibetan-v2e500_th-3.09_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.017608187006152493 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_tibetan_sand_fox": { "img_count": 16, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1601336944", - "ss_session_id": "3849817936", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1601336944, + "ss_session_id": 3849817936, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_tibetan_sand_fox": { "3 fingers": 1, @@ -412,14 +412,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711512473.9175951", - "ss_training_started_at": "1711503181.9913023", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711512473.9175951, + "ss_training_started_at": 1711503181.9913025, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "00053ef4", "sshs_model_hash": "329ccf73f5424640af70eb07316c3dc098f51715f8e6ba4395c5c43f6194b335" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/tibetan-v2e500_th-3.12_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/tibetan-v2e500_th-3.12_fro_ckpt1.00_size18.0.json index f18c057feb7b4238a2201ab48d02d9eb789f560a..b5dc3083957ef8bbb2ad4fe928f4c95222f7aafb 100644 --- a/ponyxl_loras_shrunk/tibetan-v2e500_th-3.12_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/tibetan-v2e500_th-3.12_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.017608187006152493 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_tibetan_sand_fox": { "img_count": 16, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1601336944", - "ss_session_id": "3849817936", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1601336944, + "ss_session_id": 3849817936, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_tibetan_sand_fox": { "3 fingers": 1, @@ -412,14 +412,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711512473.9175951", - "ss_training_started_at": "1711503181.9913023", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711512473.9175951, + "ss_training_started_at": 1711503181.9913025, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "00053ef4", "sshs_model_hash": "329ccf73f5424640af70eb07316c3dc098f51715f8e6ba4395c5c43f6194b335" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/tibetan-v2e500_th-3.16_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/tibetan-v2e500_th-3.16_fro_ckpt1.00_size20.0.json index f18c057feb7b4238a2201ab48d02d9eb789f560a..b5dc3083957ef8bbb2ad4fe928f4c95222f7aafb 100644 --- a/ponyxl_loras_shrunk/tibetan-v2e500_th-3.16_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/tibetan-v2e500_th-3.16_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.017608187006152493 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_tibetan_sand_fox": { "img_count": 16, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1601336944", - "ss_session_id": "3849817936", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1601336944, + "ss_session_id": 3849817936, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_tibetan_sand_fox": { "3 fingers": 1, @@ -412,14 +412,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711512473.9175951", - "ss_training_started_at": "1711503181.9913023", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711512473.9175951, + "ss_training_started_at": 1711503181.9913025, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "00053ef4", "sshs_model_hash": "329ccf73f5424640af70eb07316c3dc098f51715f8e6ba4395c5c43f6194b335" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/tibetan-v2e500_th-3.19_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/tibetan-v2e500_th-3.19_fro_ckpt1.00_size22.0.json index f18c057feb7b4238a2201ab48d02d9eb789f560a..b5dc3083957ef8bbb2ad4fe928f4c95222f7aafb 100644 --- a/ponyxl_loras_shrunk/tibetan-v2e500_th-3.19_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/tibetan-v2e500_th-3.19_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.017608187006152493 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_tibetan_sand_fox": { "img_count": 16, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1601336944", - "ss_session_id": "3849817936", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1601336944, + "ss_session_id": 3849817936, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_tibetan_sand_fox": { "3 fingers": 1, @@ -412,14 +412,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711512473.9175951", - "ss_training_started_at": "1711503181.9913023", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711512473.9175951, + "ss_training_started_at": 1711503181.9913025, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "00053ef4", "sshs_model_hash": "329ccf73f5424640af70eb07316c3dc098f51715f8e6ba4395c5c43f6194b335" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/tibetan-v2e500_th-3.22_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/tibetan-v2e500_th-3.22_fro_ckpt1.00_size24.0.json index f18c057feb7b4238a2201ab48d02d9eb789f560a..b5dc3083957ef8bbb2ad4fe928f4c95222f7aafb 100644 --- a/ponyxl_loras_shrunk/tibetan-v2e500_th-3.22_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/tibetan-v2e500_th-3.22_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.017608187006152493 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_tibetan_sand_fox": { "img_count": 16, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1601336944", - "ss_session_id": "3849817936", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1601336944, + "ss_session_id": 3849817936, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_tibetan_sand_fox": { "3 fingers": 1, @@ -412,14 +412,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711512473.9175951", - "ss_training_started_at": "1711503181.9913023", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711512473.9175951, + "ss_training_started_at": 1711503181.9913025, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "00053ef4", "sshs_model_hash": "329ccf73f5424640af70eb07316c3dc098f51715f8e6ba4395c5c43f6194b335" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/tibetan-v2e500_th-3.35_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/tibetan-v2e500_th-3.35_fro_ckpt1.00_size32.0.json index f18c057feb7b4238a2201ab48d02d9eb789f560a..b5dc3083957ef8bbb2ad4fe928f4c95222f7aafb 100644 --- a/ponyxl_loras_shrunk/tibetan-v2e500_th-3.35_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/tibetan-v2e500_th-3.35_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "640x640", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -63,43 +63,43 @@ }, "mean_img_ar_error": 0.017608187006152493 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_tibetan_sand_fox": { "img_count": 16, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "True", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,29 +115,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(640, 640)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f9317052edb4ab3b3c531ac3b28825ee78b4a966", - "ss_seed": "1601336944", - "ss_session_id": "3849817936", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 1601336944, + "ss_session_id": 3849817936, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_tibetan_sand_fox": { "3 fingers": 1, @@ -412,14 +412,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1711512473.9175951", - "ss_training_started_at": "1711503181.9913023", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1711512473.9175951, + "ss_training_started_at": 1711503181.9913025, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "00053ef4", "sshs_model_hash": "329ccf73f5424640af70eb07316c3dc098f51715f8e6ba4395c5c43f6194b335" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/veemon-v1e400_th-0.81_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/veemon-v1e400_th-0.81_spn_lora0.50_spn_ckpt0.50_size4.0.json index 94ba1c28499453c1a6aefcd830b975055c4ebad4..01bb917bdb8f2a36f7c0167ad527bff76d39a85c 100644 --- a/ponyxl_loras_shrunk/veemon-v1e400_th-0.81_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/veemon-v1e400_th-0.81_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.011037164915945547 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_veemon": { "img_count": 47, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -206,29 +206,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "47", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 47, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "e32f76d2f8a80414325cacba82ecad616da73a7c", - "ss_seed": "294625778", - "ss_session_id": "3708104589", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 294625778, + "ss_session_id": 3708104589, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_veemon": { "3 claws": 1, @@ -705,14 +705,14 @@ "yowesephth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709593959.6523023", - "ss_training_started_at": "1709574283.7484765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709593959.6523025, + "ss_training_started_at": 1709574283.7484765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "909d78ee", "sshs_model_hash": "7275baa411f0b42c3eb5daafa0b424c2a7f146404c063c97c1d1c1547b5e95a6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/veemon-v1e400_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/veemon-v1e400_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json index 94ba1c28499453c1a6aefcd830b975055c4ebad4..01bb917bdb8f2a36f7c0167ad527bff76d39a85c 100644 --- a/ponyxl_loras_shrunk/veemon-v1e400_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/veemon-v1e400_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.011037164915945547 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_veemon": { "img_count": 47, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -206,29 +206,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "47", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 47, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "e32f76d2f8a80414325cacba82ecad616da73a7c", - "ss_seed": "294625778", - "ss_session_id": "3708104589", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 294625778, + "ss_session_id": 3708104589, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_veemon": { "3 claws": 1, @@ -705,14 +705,14 @@ "yowesephth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709593959.6523023", - "ss_training_started_at": "1709574283.7484765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709593959.6523025, + "ss_training_started_at": 1709574283.7484765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "909d78ee", "sshs_model_hash": "7275baa411f0b42c3eb5daafa0b424c2a7f146404c063c97c1d1c1547b5e95a6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/veemon-v1e400_th-1.28_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/veemon-v1e400_th-1.28_spn_lora0.50_spn_ckpt0.50_size12.0.json index 94ba1c28499453c1a6aefcd830b975055c4ebad4..01bb917bdb8f2a36f7c0167ad527bff76d39a85c 100644 --- a/ponyxl_loras_shrunk/veemon-v1e400_th-1.28_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/veemon-v1e400_th-1.28_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.011037164915945547 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_veemon": { "img_count": 47, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -206,29 +206,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "47", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 47, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "e32f76d2f8a80414325cacba82ecad616da73a7c", - "ss_seed": "294625778", - "ss_session_id": "3708104589", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 294625778, + "ss_session_id": 3708104589, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_veemon": { "3 claws": 1, @@ -705,14 +705,14 @@ "yowesephth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709593959.6523023", - "ss_training_started_at": "1709574283.7484765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709593959.6523025, + "ss_training_started_at": 1709574283.7484765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "909d78ee", "sshs_model_hash": "7275baa411f0b42c3eb5daafa0b424c2a7f146404c063c97c1d1c1547b5e95a6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/veemon-v1e400_th-1.53_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/veemon-v1e400_th-1.53_spn_lora0.50_spn_ckpt0.50_size24.0.json index 94ba1c28499453c1a6aefcd830b975055c4ebad4..01bb917bdb8f2a36f7c0167ad527bff76d39a85c 100644 --- a/ponyxl_loras_shrunk/veemon-v1e400_th-1.53_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/veemon-v1e400_th-1.53_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.011037164915945547 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_veemon": { "img_count": 47, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -206,29 +206,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "47", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 47, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "e32f76d2f8a80414325cacba82ecad616da73a7c", - "ss_seed": "294625778", - "ss_session_id": "3708104589", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 294625778, + "ss_session_id": 3708104589, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_veemon": { "3 claws": 1, @@ -705,14 +705,14 @@ "yowesephth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709593959.6523023", - "ss_training_started_at": "1709574283.7484765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709593959.6523025, + "ss_training_started_at": 1709574283.7484765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "909d78ee", "sshs_model_hash": "7275baa411f0b42c3eb5daafa0b424c2a7f146404c063c97c1d1c1547b5e95a6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/veemon-v1e400_th-1.60_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/veemon-v1e400_th-1.60_spn_ckpt1.00_size4.0.json index 94ba1c28499453c1a6aefcd830b975055c4ebad4..01bb917bdb8f2a36f7c0167ad527bff76d39a85c 100644 --- a/ponyxl_loras_shrunk/veemon-v1e400_th-1.60_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/veemon-v1e400_th-1.60_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.011037164915945547 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_veemon": { "img_count": 47, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -206,29 +206,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "47", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 47, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "e32f76d2f8a80414325cacba82ecad616da73a7c", - "ss_seed": "294625778", - "ss_session_id": "3708104589", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 294625778, + "ss_session_id": 3708104589, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_veemon": { "3 claws": 1, @@ -705,14 +705,14 @@ "yowesephth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709593959.6523023", - "ss_training_started_at": "1709574283.7484765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709593959.6523025, + "ss_training_started_at": 1709574283.7484765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "909d78ee", "sshs_model_hash": "7275baa411f0b42c3eb5daafa0b424c2a7f146404c063c97c1d1c1547b5e95a6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/veemon-v1e400_th-1.65_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/veemon-v1e400_th-1.65_spn_lora0.50_spn_ckpt0.50_size32.0.json index 94ba1c28499453c1a6aefcd830b975055c4ebad4..01bb917bdb8f2a36f7c0167ad527bff76d39a85c 100644 --- a/ponyxl_loras_shrunk/veemon-v1e400_th-1.65_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/veemon-v1e400_th-1.65_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.011037164915945547 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_veemon": { "img_count": 47, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -206,29 +206,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "47", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 47, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "e32f76d2f8a80414325cacba82ecad616da73a7c", - "ss_seed": "294625778", - "ss_session_id": "3708104589", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 294625778, + "ss_session_id": 3708104589, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_veemon": { "3 claws": 1, @@ -705,14 +705,14 @@ "yowesephth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709593959.6523023", - "ss_training_started_at": "1709574283.7484765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709593959.6523025, + "ss_training_started_at": 1709574283.7484765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "909d78ee", "sshs_model_hash": "7275baa411f0b42c3eb5daafa0b424c2a7f146404c063c97c1d1c1547b5e95a6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/veemon-v1e400_th-1.90_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/veemon-v1e400_th-1.90_spn_ckpt1.00_size8.0.json index 94ba1c28499453c1a6aefcd830b975055c4ebad4..01bb917bdb8f2a36f7c0167ad527bff76d39a85c 100644 --- a/ponyxl_loras_shrunk/veemon-v1e400_th-1.90_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/veemon-v1e400_th-1.90_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.011037164915945547 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_veemon": { "img_count": 47, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -206,29 +206,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "47", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 47, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "e32f76d2f8a80414325cacba82ecad616da73a7c", - "ss_seed": "294625778", - "ss_session_id": "3708104589", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 294625778, + "ss_session_id": 3708104589, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_veemon": { "3 claws": 1, @@ -705,14 +705,14 @@ "yowesephth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709593959.6523023", - "ss_training_started_at": "1709574283.7484765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709593959.6523025, + "ss_training_started_at": 1709574283.7484765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "909d78ee", "sshs_model_hash": "7275baa411f0b42c3eb5daafa0b424c2a7f146404c063c97c1d1c1547b5e95a6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/veemon-v1e400_th-2.05_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/veemon-v1e400_th-2.05_spn_ckpt1.00_size12.0.json index 94ba1c28499453c1a6aefcd830b975055c4ebad4..01bb917bdb8f2a36f7c0167ad527bff76d39a85c 100644 --- a/ponyxl_loras_shrunk/veemon-v1e400_th-2.05_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/veemon-v1e400_th-2.05_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.011037164915945547 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_veemon": { "img_count": 47, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -206,29 +206,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "47", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 47, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "e32f76d2f8a80414325cacba82ecad616da73a7c", - "ss_seed": "294625778", - "ss_session_id": "3708104589", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 294625778, + "ss_session_id": 3708104589, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_veemon": { "3 claws": 1, @@ -705,14 +705,14 @@ "yowesephth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709593959.6523023", - "ss_training_started_at": "1709574283.7484765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709593959.6523025, + "ss_training_started_at": 1709574283.7484765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "909d78ee", "sshs_model_hash": "7275baa411f0b42c3eb5daafa0b424c2a7f146404c063c97c1d1c1547b5e95a6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/veemon-v1e400_th-2.11_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/veemon-v1e400_th-2.11_spn_ckpt1.00_size14.0.json index 94ba1c28499453c1a6aefcd830b975055c4ebad4..01bb917bdb8f2a36f7c0167ad527bff76d39a85c 100644 --- a/ponyxl_loras_shrunk/veemon-v1e400_th-2.11_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/veemon-v1e400_th-2.11_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.011037164915945547 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_veemon": { "img_count": 47, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -206,29 +206,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "47", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 47, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "e32f76d2f8a80414325cacba82ecad616da73a7c", - "ss_seed": "294625778", - "ss_session_id": "3708104589", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 294625778, + "ss_session_id": 3708104589, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_veemon": { "3 claws": 1, @@ -705,14 +705,14 @@ "yowesephth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709593959.6523023", - "ss_training_started_at": "1709574283.7484765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709593959.6523025, + "ss_training_started_at": 1709574283.7484765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "909d78ee", "sshs_model_hash": "7275baa411f0b42c3eb5daafa0b424c2a7f146404c063c97c1d1c1547b5e95a6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/veemon-v1e400_th-2.15_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/veemon-v1e400_th-2.15_spn_ckpt1.00_size16.0.json index 94ba1c28499453c1a6aefcd830b975055c4ebad4..01bb917bdb8f2a36f7c0167ad527bff76d39a85c 100644 --- a/ponyxl_loras_shrunk/veemon-v1e400_th-2.15_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/veemon-v1e400_th-2.15_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.011037164915945547 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_veemon": { "img_count": 47, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -206,29 +206,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "47", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 47, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "e32f76d2f8a80414325cacba82ecad616da73a7c", - "ss_seed": "294625778", - "ss_session_id": "3708104589", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 294625778, + "ss_session_id": 3708104589, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_veemon": { "3 claws": 1, @@ -705,14 +705,14 @@ "yowesephth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709593959.6523023", - "ss_training_started_at": "1709574283.7484765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709593959.6523025, + "ss_training_started_at": 1709574283.7484765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "909d78ee", "sshs_model_hash": "7275baa411f0b42c3eb5daafa0b424c2a7f146404c063c97c1d1c1547b5e95a6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/veemon-v1e400_th-2.19_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/veemon-v1e400_th-2.19_spn_ckpt1.00_size18.0.json index 94ba1c28499453c1a6aefcd830b975055c4ebad4..01bb917bdb8f2a36f7c0167ad527bff76d39a85c 100644 --- a/ponyxl_loras_shrunk/veemon-v1e400_th-2.19_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/veemon-v1e400_th-2.19_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.011037164915945547 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_veemon": { "img_count": 47, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -206,29 +206,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "47", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 47, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "e32f76d2f8a80414325cacba82ecad616da73a7c", - "ss_seed": "294625778", - "ss_session_id": "3708104589", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 294625778, + "ss_session_id": 3708104589, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_veemon": { "3 claws": 1, @@ -705,14 +705,14 @@ "yowesephth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709593959.6523023", - "ss_training_started_at": "1709574283.7484765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709593959.6523025, + "ss_training_started_at": 1709574283.7484765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "909d78ee", "sshs_model_hash": "7275baa411f0b42c3eb5daafa0b424c2a7f146404c063c97c1d1c1547b5e95a6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/veemon-v1e400_th-2.23_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/veemon-v1e400_th-2.23_spn_ckpt1.00_size20.0.json index 94ba1c28499453c1a6aefcd830b975055c4ebad4..01bb917bdb8f2a36f7c0167ad527bff76d39a85c 100644 --- a/ponyxl_loras_shrunk/veemon-v1e400_th-2.23_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/veemon-v1e400_th-2.23_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.011037164915945547 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_veemon": { "img_count": 47, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -206,29 +206,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "47", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 47, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "e32f76d2f8a80414325cacba82ecad616da73a7c", - "ss_seed": "294625778", - "ss_session_id": "3708104589", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 294625778, + "ss_session_id": 3708104589, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_veemon": { "3 claws": 1, @@ -705,14 +705,14 @@ "yowesephth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709593959.6523023", - "ss_training_started_at": "1709574283.7484765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709593959.6523025, + "ss_training_started_at": 1709574283.7484765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "909d78ee", "sshs_model_hash": "7275baa411f0b42c3eb5daafa0b424c2a7f146404c063c97c1d1c1547b5e95a6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/veemon-v1e400_th-2.27_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/veemon-v1e400_th-2.27_spn_ckpt1.00_size22.0.json index 94ba1c28499453c1a6aefcd830b975055c4ebad4..01bb917bdb8f2a36f7c0167ad527bff76d39a85c 100644 --- a/ponyxl_loras_shrunk/veemon-v1e400_th-2.27_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/veemon-v1e400_th-2.27_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.011037164915945547 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_veemon": { "img_count": 47, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -206,29 +206,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "47", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 47, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "e32f76d2f8a80414325cacba82ecad616da73a7c", - "ss_seed": "294625778", - "ss_session_id": "3708104589", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 294625778, + "ss_session_id": 3708104589, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_veemon": { "3 claws": 1, @@ -705,14 +705,14 @@ "yowesephth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709593959.6523023", - "ss_training_started_at": "1709574283.7484765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709593959.6523025, + "ss_training_started_at": 1709574283.7484765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "909d78ee", "sshs_model_hash": "7275baa411f0b42c3eb5daafa0b424c2a7f146404c063c97c1d1c1547b5e95a6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/veemon-v1e400_th-2.31_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/veemon-v1e400_th-2.31_spn_ckpt1.00_size24.0.json index 94ba1c28499453c1a6aefcd830b975055c4ebad4..01bb917bdb8f2a36f7c0167ad527bff76d39a85c 100644 --- a/ponyxl_loras_shrunk/veemon-v1e400_th-2.31_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/veemon-v1e400_th-2.31_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.011037164915945547 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_veemon": { "img_count": 47, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -206,29 +206,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "47", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 47, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "e32f76d2f8a80414325cacba82ecad616da73a7c", - "ss_seed": "294625778", - "ss_session_id": "3708104589", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 294625778, + "ss_session_id": 3708104589, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_veemon": { "3 claws": 1, @@ -705,14 +705,14 @@ "yowesephth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709593959.6523023", - "ss_training_started_at": "1709574283.7484765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709593959.6523025, + "ss_training_started_at": 1709574283.7484765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "909d78ee", "sshs_model_hash": "7275baa411f0b42c3eb5daafa0b424c2a7f146404c063c97c1d1c1547b5e95a6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/veemon-v1e400_th-2.46_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/veemon-v1e400_th-2.46_spn_ckpt1.00_size32.0.json index 94ba1c28499453c1a6aefcd830b975055c4ebad4..01bb917bdb8f2a36f7c0167ad527bff76d39a85c 100644 --- a/ponyxl_loras_shrunk/veemon-v1e400_th-2.46_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/veemon-v1e400_th-2.46_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.011037164915945547 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_veemon": { "img_count": 47, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -206,29 +206,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "47", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 47, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "e32f76d2f8a80414325cacba82ecad616da73a7c", - "ss_seed": "294625778", - "ss_session_id": "3708104589", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 294625778, + "ss_session_id": 3708104589, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_veemon": { "3 claws": 1, @@ -705,14 +705,14 @@ "yowesephth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709593959.6523023", - "ss_training_started_at": "1709574283.7484765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709593959.6523025, + "ss_training_started_at": 1709574283.7484765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "909d78ee", "sshs_model_hash": "7275baa411f0b42c3eb5daafa0b424c2a7f146404c063c97c1d1c1547b5e95a6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/veemon-v1e400_th-2.52_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/veemon-v1e400_th-2.52_fro_ckpt1.00_size4.0.json index 94ba1c28499453c1a6aefcd830b975055c4ebad4..01bb917bdb8f2a36f7c0167ad527bff76d39a85c 100644 --- a/ponyxl_loras_shrunk/veemon-v1e400_th-2.52_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/veemon-v1e400_th-2.52_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.011037164915945547 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_veemon": { "img_count": 47, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -206,29 +206,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "47", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 47, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "e32f76d2f8a80414325cacba82ecad616da73a7c", - "ss_seed": "294625778", - "ss_session_id": "3708104589", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 294625778, + "ss_session_id": 3708104589, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_veemon": { "3 claws": 1, @@ -705,14 +705,14 @@ "yowesephth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709593959.6523023", - "ss_training_started_at": "1709574283.7484765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709593959.6523025, + "ss_training_started_at": 1709574283.7484765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "909d78ee", "sshs_model_hash": "7275baa411f0b42c3eb5daafa0b424c2a7f146404c063c97c1d1c1547b5e95a6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/veemon-v1e400_th-2.82_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/veemon-v1e400_th-2.82_fro_ckpt1.00_size8.0.json index 94ba1c28499453c1a6aefcd830b975055c4ebad4..01bb917bdb8f2a36f7c0167ad527bff76d39a85c 100644 --- a/ponyxl_loras_shrunk/veemon-v1e400_th-2.82_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/veemon-v1e400_th-2.82_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.011037164915945547 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_veemon": { "img_count": 47, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -206,29 +206,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "47", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 47, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "e32f76d2f8a80414325cacba82ecad616da73a7c", - "ss_seed": "294625778", - "ss_session_id": "3708104589", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 294625778, + "ss_session_id": 3708104589, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_veemon": { "3 claws": 1, @@ -705,14 +705,14 @@ "yowesephth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709593959.6523023", - "ss_training_started_at": "1709574283.7484765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709593959.6523025, + "ss_training_started_at": 1709574283.7484765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "909d78ee", "sshs_model_hash": "7275baa411f0b42c3eb5daafa0b424c2a7f146404c063c97c1d1c1547b5e95a6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/veemon-v1e400_th-3.00_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/veemon-v1e400_th-3.00_fro_ckpt1.00_size12.0.json index 94ba1c28499453c1a6aefcd830b975055c4ebad4..01bb917bdb8f2a36f7c0167ad527bff76d39a85c 100644 --- a/ponyxl_loras_shrunk/veemon-v1e400_th-3.00_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/veemon-v1e400_th-3.00_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.011037164915945547 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_veemon": { "img_count": 47, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -206,29 +206,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "47", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 47, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "e32f76d2f8a80414325cacba82ecad616da73a7c", - "ss_seed": "294625778", - "ss_session_id": "3708104589", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 294625778, + "ss_session_id": 3708104589, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_veemon": { "3 claws": 1, @@ -705,14 +705,14 @@ "yowesephth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709593959.6523023", - "ss_training_started_at": "1709574283.7484765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709593959.6523025, + "ss_training_started_at": 1709574283.7484765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "909d78ee", "sshs_model_hash": "7275baa411f0b42c3eb5daafa0b424c2a7f146404c063c97c1d1c1547b5e95a6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/veemon-v1e400_th-3.05_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/veemon-v1e400_th-3.05_fro_ckpt1.00_size14.0.json index 94ba1c28499453c1a6aefcd830b975055c4ebad4..01bb917bdb8f2a36f7c0167ad527bff76d39a85c 100644 --- a/ponyxl_loras_shrunk/veemon-v1e400_th-3.05_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/veemon-v1e400_th-3.05_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.011037164915945547 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_veemon": { "img_count": 47, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -206,29 +206,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "47", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 47, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "e32f76d2f8a80414325cacba82ecad616da73a7c", - "ss_seed": "294625778", - "ss_session_id": "3708104589", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 294625778, + "ss_session_id": 3708104589, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_veemon": { "3 claws": 1, @@ -705,14 +705,14 @@ "yowesephth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709593959.6523023", - "ss_training_started_at": "1709574283.7484765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709593959.6523025, + "ss_training_started_at": 1709574283.7484765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "909d78ee", "sshs_model_hash": "7275baa411f0b42c3eb5daafa0b424c2a7f146404c063c97c1d1c1547b5e95a6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/veemon-v1e400_th-3.09_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/veemon-v1e400_th-3.09_fro_ckpt1.00_size16.0.json index 94ba1c28499453c1a6aefcd830b975055c4ebad4..01bb917bdb8f2a36f7c0167ad527bff76d39a85c 100644 --- a/ponyxl_loras_shrunk/veemon-v1e400_th-3.09_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/veemon-v1e400_th-3.09_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.011037164915945547 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_veemon": { "img_count": 47, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -206,29 +206,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "47", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 47, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "e32f76d2f8a80414325cacba82ecad616da73a7c", - "ss_seed": "294625778", - "ss_session_id": "3708104589", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 294625778, + "ss_session_id": 3708104589, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_veemon": { "3 claws": 1, @@ -705,14 +705,14 @@ "yowesephth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709593959.6523023", - "ss_training_started_at": "1709574283.7484765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709593959.6523025, + "ss_training_started_at": 1709574283.7484765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "909d78ee", "sshs_model_hash": "7275baa411f0b42c3eb5daafa0b424c2a7f146404c063c97c1d1c1547b5e95a6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/veemon-v1e400_th-3.13_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/veemon-v1e400_th-3.13_fro_ckpt1.00_size18.0.json index 94ba1c28499453c1a6aefcd830b975055c4ebad4..01bb917bdb8f2a36f7c0167ad527bff76d39a85c 100644 --- a/ponyxl_loras_shrunk/veemon-v1e400_th-3.13_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/veemon-v1e400_th-3.13_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.011037164915945547 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_veemon": { "img_count": 47, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -206,29 +206,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "47", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 47, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "e32f76d2f8a80414325cacba82ecad616da73a7c", - "ss_seed": "294625778", - "ss_session_id": "3708104589", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 294625778, + "ss_session_id": 3708104589, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_veemon": { "3 claws": 1, @@ -705,14 +705,14 @@ "yowesephth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709593959.6523023", - "ss_training_started_at": "1709574283.7484765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709593959.6523025, + "ss_training_started_at": 1709574283.7484765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "909d78ee", "sshs_model_hash": "7275baa411f0b42c3eb5daafa0b424c2a7f146404c063c97c1d1c1547b5e95a6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/veemon-v1e400_th-3.16_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/veemon-v1e400_th-3.16_fro_ckpt1.00_size20.0.json index 94ba1c28499453c1a6aefcd830b975055c4ebad4..01bb917bdb8f2a36f7c0167ad527bff76d39a85c 100644 --- a/ponyxl_loras_shrunk/veemon-v1e400_th-3.16_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/veemon-v1e400_th-3.16_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.011037164915945547 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_veemon": { "img_count": 47, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -206,29 +206,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "47", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 47, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "e32f76d2f8a80414325cacba82ecad616da73a7c", - "ss_seed": "294625778", - "ss_session_id": "3708104589", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 294625778, + "ss_session_id": 3708104589, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_veemon": { "3 claws": 1, @@ -705,14 +705,14 @@ "yowesephth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709593959.6523023", - "ss_training_started_at": "1709574283.7484765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709593959.6523025, + "ss_training_started_at": 1709574283.7484765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "909d78ee", "sshs_model_hash": "7275baa411f0b42c3eb5daafa0b424c2a7f146404c063c97c1d1c1547b5e95a6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/veemon-v1e400_th-3.19_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/veemon-v1e400_th-3.19_fro_ckpt1.00_size22.0.json index 94ba1c28499453c1a6aefcd830b975055c4ebad4..01bb917bdb8f2a36f7c0167ad527bff76d39a85c 100644 --- a/ponyxl_loras_shrunk/veemon-v1e400_th-3.19_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/veemon-v1e400_th-3.19_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.011037164915945547 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_veemon": { "img_count": 47, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -206,29 +206,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "47", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 47, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "e32f76d2f8a80414325cacba82ecad616da73a7c", - "ss_seed": "294625778", - "ss_session_id": "3708104589", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 294625778, + "ss_session_id": 3708104589, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_veemon": { "3 claws": 1, @@ -705,14 +705,14 @@ "yowesephth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709593959.6523023", - "ss_training_started_at": "1709574283.7484765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709593959.6523025, + "ss_training_started_at": 1709574283.7484765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "909d78ee", "sshs_model_hash": "7275baa411f0b42c3eb5daafa0b424c2a7f146404c063c97c1d1c1547b5e95a6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/veemon-v1e400_th-3.22_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/veemon-v1e400_th-3.22_fro_ckpt1.00_size24.0.json index 94ba1c28499453c1a6aefcd830b975055c4ebad4..01bb917bdb8f2a36f7c0167ad527bff76d39a85c 100644 --- a/ponyxl_loras_shrunk/veemon-v1e400_th-3.22_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/veemon-v1e400_th-3.22_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.011037164915945547 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_veemon": { "img_count": 47, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -206,29 +206,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "47", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 47, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "e32f76d2f8a80414325cacba82ecad616da73a7c", - "ss_seed": "294625778", - "ss_session_id": "3708104589", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 294625778, + "ss_session_id": 3708104589, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_veemon": { "3 claws": 1, @@ -705,14 +705,14 @@ "yowesephth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709593959.6523023", - "ss_training_started_at": "1709574283.7484765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709593959.6523025, + "ss_training_started_at": 1709574283.7484765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "909d78ee", "sshs_model_hash": "7275baa411f0b42c3eb5daafa0b424c2a7f146404c063c97c1d1c1547b5e95a6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/veemon-v1e400_th-3.34_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/veemon-v1e400_th-3.34_fro_ckpt1.00_size32.0.json index 94ba1c28499453c1a6aefcd830b975055c4ebad4..01bb917bdb8f2a36f7c0167ad527bff76d39a85c 100644 --- a/ponyxl_loras_shrunk/veemon-v1e400_th-3.34_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/veemon-v1e400_th-3.34_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -154,43 +154,43 @@ }, "mean_img_ar_error": 0.011037164915945547 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_veemon": { "img_count": 47, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -206,29 +206,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "47", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 47, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "e32f76d2f8a80414325cacba82ecad616da73a7c", - "ss_seed": "294625778", - "ss_session_id": "3708104589", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 294625778, + "ss_session_id": 3708104589, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_veemon": { "3 claws": 1, @@ -705,14 +705,14 @@ "yowesephth": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1709593959.6523023", - "ss_training_started_at": "1709574283.7484765", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1709593959.6523025, + "ss_training_started_at": 1709574283.7484765, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "909d78ee", "sshs_model_hash": "7275baa411f0b42c3eb5daafa0b424c2a7f146404c063c97c1d1c1547b5e95a6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-0.91_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-0.91_spn_lora0.50_spn_ckpt0.50_size4.0.json index 4306816530139cba0133973095c359dfcb8f8eae..52608c252881c675cd43e79a42f24ece25cccea9 100644 --- a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-0.91_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-0.91_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.016548741765614054 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "3_whisperingfornothing": { "img_count": 50, "n_repeats": 3 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "58", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 58, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "75", - "ss_num_epochs": "58", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 75, + "ss_num_epochs": 58, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2584717943", - "ss_session_id": "3778296922", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2584717943, + "ss_session_id": 3778296922, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "3_whisperingfornothing": { "1boy": 20, @@ -683,14 +683,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706617913.4442806", - "ss_training_started_at": "1706605565.349052", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706617913.4442806, + "ss_training_started_at": 1706605565.349052, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "88e52680", "sshs_model_hash": "cd3346a157bbcab0d980f84669837a545fe2910285835f0d418be5a6b04e8876" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-1.12_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-1.12_spn_lora0.50_spn_ckpt0.50_size8.0.json index 4306816530139cba0133973095c359dfcb8f8eae..52608c252881c675cd43e79a42f24ece25cccea9 100644 --- a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-1.12_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-1.12_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.016548741765614054 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "3_whisperingfornothing": { "img_count": 50, "n_repeats": 3 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "58", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 58, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "75", - "ss_num_epochs": "58", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 75, + "ss_num_epochs": 58, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2584717943", - "ss_session_id": "3778296922", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2584717943, + "ss_session_id": 3778296922, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "3_whisperingfornothing": { "1boy": 20, @@ -683,14 +683,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706617913.4442806", - "ss_training_started_at": "1706605565.349052", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706617913.4442806, + "ss_training_started_at": 1706605565.349052, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "88e52680", "sshs_model_hash": "cd3346a157bbcab0d980f84669837a545fe2910285835f0d418be5a6b04e8876" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-1.24_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-1.24_spn_lora0.50_spn_ckpt0.50_size12.0.json index 4306816530139cba0133973095c359dfcb8f8eae..52608c252881c675cd43e79a42f24ece25cccea9 100644 --- a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-1.24_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-1.24_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.016548741765614054 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "3_whisperingfornothing": { "img_count": 50, "n_repeats": 3 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "58", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 58, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "75", - "ss_num_epochs": "58", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 75, + "ss_num_epochs": 58, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2584717943", - "ss_session_id": "3778296922", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2584717943, + "ss_session_id": 3778296922, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "3_whisperingfornothing": { "1boy": 20, @@ -683,14 +683,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706617913.4442806", - "ss_training_started_at": "1706605565.349052", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706617913.4442806, + "ss_training_started_at": 1706605565.349052, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "88e52680", "sshs_model_hash": "cd3346a157bbcab0d980f84669837a545fe2910285835f0d418be5a6b04e8876" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json index 4306816530139cba0133973095c359dfcb8f8eae..52608c252881c675cd43e79a42f24ece25cccea9 100644 --- a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.016548741765614054 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "3_whisperingfornothing": { "img_count": 50, "n_repeats": 3 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "58", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 58, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "75", - "ss_num_epochs": "58", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 75, + "ss_num_epochs": 58, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2584717943", - "ss_session_id": "3778296922", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2584717943, + "ss_session_id": 3778296922, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "3_whisperingfornothing": { "1boy": 20, @@ -683,14 +683,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706617913.4442806", - "ss_training_started_at": "1706605565.349052", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706617913.4442806, + "ss_training_started_at": 1706605565.349052, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "88e52680", "sshs_model_hash": "cd3346a157bbcab0d980f84669837a545fe2910285835f0d418be5a6b04e8876" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-1.55_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-1.55_spn_lora0.50_spn_ckpt0.50_size32.0.json index 4306816530139cba0133973095c359dfcb8f8eae..52608c252881c675cd43e79a42f24ece25cccea9 100644 --- a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-1.55_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-1.55_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.016548741765614054 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "3_whisperingfornothing": { "img_count": 50, "n_repeats": 3 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "58", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 58, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "75", - "ss_num_epochs": "58", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 75, + "ss_num_epochs": 58, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2584717943", - "ss_session_id": "3778296922", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2584717943, + "ss_session_id": 3778296922, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "3_whisperingfornothing": { "1boy": 20, @@ -683,14 +683,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706617913.4442806", - "ss_training_started_at": "1706605565.349052", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706617913.4442806, + "ss_training_started_at": 1706605565.349052, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "88e52680", "sshs_model_hash": "cd3346a157bbcab0d980f84669837a545fe2910285835f0d418be5a6b04e8876" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-1.73_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-1.73_spn_ckpt1.00_size4.0.json index 4306816530139cba0133973095c359dfcb8f8eae..52608c252881c675cd43e79a42f24ece25cccea9 100644 --- a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-1.73_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-1.73_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.016548741765614054 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "3_whisperingfornothing": { "img_count": 50, "n_repeats": 3 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "58", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 58, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "75", - "ss_num_epochs": "58", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 75, + "ss_num_epochs": 58, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2584717943", - "ss_session_id": "3778296922", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2584717943, + "ss_session_id": 3778296922, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "3_whisperingfornothing": { "1boy": 20, @@ -683,14 +683,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706617913.4442806", - "ss_training_started_at": "1706605565.349052", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706617913.4442806, + "ss_training_started_at": 1706605565.349052, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "88e52680", "sshs_model_hash": "cd3346a157bbcab0d980f84669837a545fe2910285835f0d418be5a6b04e8876" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-1.99_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-1.99_spn_ckpt1.00_size8.0.json index 4306816530139cba0133973095c359dfcb8f8eae..52608c252881c675cd43e79a42f24ece25cccea9 100644 --- a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-1.99_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-1.99_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.016548741765614054 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "3_whisperingfornothing": { "img_count": 50, "n_repeats": 3 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "58", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 58, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "75", - "ss_num_epochs": "58", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 75, + "ss_num_epochs": 58, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2584717943", - "ss_session_id": "3778296922", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2584717943, + "ss_session_id": 3778296922, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "3_whisperingfornothing": { "1boy": 20, @@ -683,14 +683,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706617913.4442806", - "ss_training_started_at": "1706605565.349052", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706617913.4442806, + "ss_training_started_at": 1706605565.349052, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "88e52680", "sshs_model_hash": "cd3346a157bbcab0d980f84669837a545fe2910285835f0d418be5a6b04e8876" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.12_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.12_spn_ckpt1.00_size12.0.json index 4306816530139cba0133973095c359dfcb8f8eae..52608c252881c675cd43e79a42f24ece25cccea9 100644 --- a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.12_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.12_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.016548741765614054 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "3_whisperingfornothing": { "img_count": 50, "n_repeats": 3 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "58", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 58, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "75", - "ss_num_epochs": "58", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 75, + "ss_num_epochs": 58, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2584717943", - "ss_session_id": "3778296922", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2584717943, + "ss_session_id": 3778296922, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "3_whisperingfornothing": { "1boy": 20, @@ -683,14 +683,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706617913.4442806", - "ss_training_started_at": "1706605565.349052", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706617913.4442806, + "ss_training_started_at": 1706605565.349052, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "88e52680", "sshs_model_hash": "cd3346a157bbcab0d980f84669837a545fe2910285835f0d418be5a6b04e8876" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.17_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.17_spn_ckpt1.00_size14.0.json index 4306816530139cba0133973095c359dfcb8f8eae..52608c252881c675cd43e79a42f24ece25cccea9 100644 --- a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.17_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.17_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.016548741765614054 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "3_whisperingfornothing": { "img_count": 50, "n_repeats": 3 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "58", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 58, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "75", - "ss_num_epochs": "58", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 75, + "ss_num_epochs": 58, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2584717943", - "ss_session_id": "3778296922", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2584717943, + "ss_session_id": 3778296922, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "3_whisperingfornothing": { "1boy": 20, @@ -683,14 +683,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706617913.4442806", - "ss_training_started_at": "1706605565.349052", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706617913.4442806, + "ss_training_started_at": 1706605565.349052, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "88e52680", "sshs_model_hash": "cd3346a157bbcab0d980f84669837a545fe2910285835f0d418be5a6b04e8876" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.22_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.22_spn_ckpt1.00_size16.0.json index 4306816530139cba0133973095c359dfcb8f8eae..52608c252881c675cd43e79a42f24ece25cccea9 100644 --- a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.22_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.22_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.016548741765614054 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "3_whisperingfornothing": { "img_count": 50, "n_repeats": 3 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "58", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 58, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "75", - "ss_num_epochs": "58", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 75, + "ss_num_epochs": 58, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2584717943", - "ss_session_id": "3778296922", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2584717943, + "ss_session_id": 3778296922, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "3_whisperingfornothing": { "1boy": 20, @@ -683,14 +683,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706617913.4442806", - "ss_training_started_at": "1706605565.349052", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706617913.4442806, + "ss_training_started_at": 1706605565.349052, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "88e52680", "sshs_model_hash": "cd3346a157bbcab0d980f84669837a545fe2910285835f0d418be5a6b04e8876" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.25_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.25_spn_ckpt1.00_size18.0.json index 4306816530139cba0133973095c359dfcb8f8eae..52608c252881c675cd43e79a42f24ece25cccea9 100644 --- a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.25_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.25_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.016548741765614054 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "3_whisperingfornothing": { "img_count": 50, "n_repeats": 3 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "58", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 58, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "75", - "ss_num_epochs": "58", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 75, + "ss_num_epochs": 58, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2584717943", - "ss_session_id": "3778296922", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2584717943, + "ss_session_id": 3778296922, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "3_whisperingfornothing": { "1boy": 20, @@ -683,14 +683,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706617913.4442806", - "ss_training_started_at": "1706605565.349052", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706617913.4442806, + "ss_training_started_at": 1706605565.349052, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "88e52680", "sshs_model_hash": "cd3346a157bbcab0d980f84669837a545fe2910285835f0d418be5a6b04e8876" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.29_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.29_spn_ckpt1.00_size20.0.json index 4306816530139cba0133973095c359dfcb8f8eae..52608c252881c675cd43e79a42f24ece25cccea9 100644 --- a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.29_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.29_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.016548741765614054 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "3_whisperingfornothing": { "img_count": 50, "n_repeats": 3 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "58", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 58, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "75", - "ss_num_epochs": "58", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 75, + "ss_num_epochs": 58, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2584717943", - "ss_session_id": "3778296922", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2584717943, + "ss_session_id": 3778296922, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "3_whisperingfornothing": { "1boy": 20, @@ -683,14 +683,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706617913.4442806", - "ss_training_started_at": "1706605565.349052", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706617913.4442806, + "ss_training_started_at": 1706605565.349052, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "88e52680", "sshs_model_hash": "cd3346a157bbcab0d980f84669837a545fe2910285835f0d418be5a6b04e8876" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.32_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.32_spn_ckpt1.00_size22.0.json index 4306816530139cba0133973095c359dfcb8f8eae..52608c252881c675cd43e79a42f24ece25cccea9 100644 --- a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.32_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.32_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.016548741765614054 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "3_whisperingfornothing": { "img_count": 50, "n_repeats": 3 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "58", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 58, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "75", - "ss_num_epochs": "58", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 75, + "ss_num_epochs": 58, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2584717943", - "ss_session_id": "3778296922", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2584717943, + "ss_session_id": 3778296922, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "3_whisperingfornothing": { "1boy": 20, @@ -683,14 +683,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706617913.4442806", - "ss_training_started_at": "1706605565.349052", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706617913.4442806, + "ss_training_started_at": 1706605565.349052, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "88e52680", "sshs_model_hash": "cd3346a157bbcab0d980f84669837a545fe2910285835f0d418be5a6b04e8876" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.36_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.36_spn_ckpt1.00_size24.0.json index 4306816530139cba0133973095c359dfcb8f8eae..52608c252881c675cd43e79a42f24ece25cccea9 100644 --- a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.36_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.36_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.016548741765614054 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "3_whisperingfornothing": { "img_count": 50, "n_repeats": 3 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "58", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 58, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "75", - "ss_num_epochs": "58", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 75, + "ss_num_epochs": 58, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2584717943", - "ss_session_id": "3778296922", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2584717943, + "ss_session_id": 3778296922, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "3_whisperingfornothing": { "1boy": 20, @@ -683,14 +683,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706617913.4442806", - "ss_training_started_at": "1706605565.349052", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706617913.4442806, + "ss_training_started_at": 1706605565.349052, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "88e52680", "sshs_model_hash": "cd3346a157bbcab0d980f84669837a545fe2910285835f0d418be5a6b04e8876" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.49_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.49_spn_ckpt1.00_size32.0.json index 4306816530139cba0133973095c359dfcb8f8eae..52608c252881c675cd43e79a42f24ece25cccea9 100644 --- a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.49_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.49_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.016548741765614054 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "3_whisperingfornothing": { "img_count": 50, "n_repeats": 3 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "58", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 58, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "75", - "ss_num_epochs": "58", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 75, + "ss_num_epochs": 58, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2584717943", - "ss_session_id": "3778296922", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2584717943, + "ss_session_id": 3778296922, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "3_whisperingfornothing": { "1boy": 20, @@ -683,14 +683,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706617913.4442806", - "ss_training_started_at": "1706605565.349052", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706617913.4442806, + "ss_training_started_at": 1706605565.349052, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "88e52680", "sshs_model_hash": "cd3346a157bbcab0d980f84669837a545fe2910285835f0d418be5a6b04e8876" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.66_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.66_fro_ckpt1.00_size4.0.json index 4306816530139cba0133973095c359dfcb8f8eae..52608c252881c675cd43e79a42f24ece25cccea9 100644 --- a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.66_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.66_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.016548741765614054 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "3_whisperingfornothing": { "img_count": 50, "n_repeats": 3 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "58", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 58, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "75", - "ss_num_epochs": "58", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 75, + "ss_num_epochs": 58, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2584717943", - "ss_session_id": "3778296922", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2584717943, + "ss_session_id": 3778296922, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "3_whisperingfornothing": { "1boy": 20, @@ -683,14 +683,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706617913.4442806", - "ss_training_started_at": "1706605565.349052", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706617913.4442806, + "ss_training_started_at": 1706605565.349052, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "88e52680", "sshs_model_hash": "cd3346a157bbcab0d980f84669837a545fe2910285835f0d418be5a6b04e8876" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.94_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.94_fro_ckpt1.00_size8.0.json index 4306816530139cba0133973095c359dfcb8f8eae..52608c252881c675cd43e79a42f24ece25cccea9 100644 --- a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.94_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-2.94_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.016548741765614054 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "3_whisperingfornothing": { "img_count": 50, "n_repeats": 3 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "58", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 58, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "75", - "ss_num_epochs": "58", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 75, + "ss_num_epochs": 58, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2584717943", - "ss_session_id": "3778296922", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2584717943, + "ss_session_id": 3778296922, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "3_whisperingfornothing": { "1boy": 20, @@ -683,14 +683,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706617913.4442806", - "ss_training_started_at": "1706605565.349052", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706617913.4442806, + "ss_training_started_at": 1706605565.349052, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "88e52680", "sshs_model_hash": "cd3346a157bbcab0d980f84669837a545fe2910285835f0d418be5a6b04e8876" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.08_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.08_fro_ckpt1.00_size12.0.json index 4306816530139cba0133973095c359dfcb8f8eae..52608c252881c675cd43e79a42f24ece25cccea9 100644 --- a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.08_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.08_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.016548741765614054 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "3_whisperingfornothing": { "img_count": 50, "n_repeats": 3 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "58", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 58, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "75", - "ss_num_epochs": "58", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 75, + "ss_num_epochs": 58, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2584717943", - "ss_session_id": "3778296922", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2584717943, + "ss_session_id": 3778296922, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "3_whisperingfornothing": { "1boy": 20, @@ -683,14 +683,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706617913.4442806", - "ss_training_started_at": "1706605565.349052", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706617913.4442806, + "ss_training_started_at": 1706605565.349052, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "88e52680", "sshs_model_hash": "cd3346a157bbcab0d980f84669837a545fe2910285835f0d418be5a6b04e8876" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.12_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.12_fro_ckpt1.00_size14.0.json index 4306816530139cba0133973095c359dfcb8f8eae..52608c252881c675cd43e79a42f24ece25cccea9 100644 --- a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.12_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.12_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.016548741765614054 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "3_whisperingfornothing": { "img_count": 50, "n_repeats": 3 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "58", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 58, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "75", - "ss_num_epochs": "58", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 75, + "ss_num_epochs": 58, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2584717943", - "ss_session_id": "3778296922", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2584717943, + "ss_session_id": 3778296922, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "3_whisperingfornothing": { "1boy": 20, @@ -683,14 +683,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706617913.4442806", - "ss_training_started_at": "1706605565.349052", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706617913.4442806, + "ss_training_started_at": 1706605565.349052, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "88e52680", "sshs_model_hash": "cd3346a157bbcab0d980f84669837a545fe2910285835f0d418be5a6b04e8876" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.16_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.16_fro_ckpt1.00_size16.0.json index 4306816530139cba0133973095c359dfcb8f8eae..52608c252881c675cd43e79a42f24ece25cccea9 100644 --- a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.16_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.16_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.016548741765614054 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "3_whisperingfornothing": { "img_count": 50, "n_repeats": 3 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "58", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 58, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "75", - "ss_num_epochs": "58", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 75, + "ss_num_epochs": 58, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2584717943", - "ss_session_id": "3778296922", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2584717943, + "ss_session_id": 3778296922, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "3_whisperingfornothing": { "1boy": 20, @@ -683,14 +683,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706617913.4442806", - "ss_training_started_at": "1706605565.349052", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706617913.4442806, + "ss_training_started_at": 1706605565.349052, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "88e52680", "sshs_model_hash": "cd3346a157bbcab0d980f84669837a545fe2910285835f0d418be5a6b04e8876" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.20_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.20_fro_ckpt1.00_size18.0.json index 4306816530139cba0133973095c359dfcb8f8eae..52608c252881c675cd43e79a42f24ece25cccea9 100644 --- a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.20_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.20_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.016548741765614054 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "3_whisperingfornothing": { "img_count": 50, "n_repeats": 3 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "58", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 58, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "75", - "ss_num_epochs": "58", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 75, + "ss_num_epochs": 58, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2584717943", - "ss_session_id": "3778296922", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2584717943, + "ss_session_id": 3778296922, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "3_whisperingfornothing": { "1boy": 20, @@ -683,14 +683,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706617913.4442806", - "ss_training_started_at": "1706605565.349052", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706617913.4442806, + "ss_training_started_at": 1706605565.349052, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "88e52680", "sshs_model_hash": "cd3346a157bbcab0d980f84669837a545fe2910285835f0d418be5a6b04e8876" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.24_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.24_fro_ckpt1.00_size20.0.json index 4306816530139cba0133973095c359dfcb8f8eae..52608c252881c675cd43e79a42f24ece25cccea9 100644 --- a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.24_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.24_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.016548741765614054 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "3_whisperingfornothing": { "img_count": 50, "n_repeats": 3 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "58", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 58, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "75", - "ss_num_epochs": "58", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 75, + "ss_num_epochs": 58, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2584717943", - "ss_session_id": "3778296922", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2584717943, + "ss_session_id": 3778296922, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "3_whisperingfornothing": { "1boy": 20, @@ -683,14 +683,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706617913.4442806", - "ss_training_started_at": "1706605565.349052", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706617913.4442806, + "ss_training_started_at": 1706605565.349052, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "88e52680", "sshs_model_hash": "cd3346a157bbcab0d980f84669837a545fe2910285835f0d418be5a6b04e8876" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.26_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.26_fro_ckpt1.00_size22.0.json index 4306816530139cba0133973095c359dfcb8f8eae..52608c252881c675cd43e79a42f24ece25cccea9 100644 --- a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.26_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.26_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.016548741765614054 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "3_whisperingfornothing": { "img_count": 50, "n_repeats": 3 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "58", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 58, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "75", - "ss_num_epochs": "58", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 75, + "ss_num_epochs": 58, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2584717943", - "ss_session_id": "3778296922", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2584717943, + "ss_session_id": 3778296922, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "3_whisperingfornothing": { "1boy": 20, @@ -683,14 +683,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706617913.4442806", - "ss_training_started_at": "1706605565.349052", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706617913.4442806, + "ss_training_started_at": 1706605565.349052, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "88e52680", "sshs_model_hash": "cd3346a157bbcab0d980f84669837a545fe2910285835f0d418be5a6b04e8876" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.29_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.29_fro_ckpt1.00_size24.0.json index 4306816530139cba0133973095c359dfcb8f8eae..52608c252881c675cd43e79a42f24ece25cccea9 100644 --- a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.29_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.29_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.016548741765614054 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "3_whisperingfornothing": { "img_count": 50, "n_repeats": 3 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "58", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 58, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "75", - "ss_num_epochs": "58", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 75, + "ss_num_epochs": 58, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2584717943", - "ss_session_id": "3778296922", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2584717943, + "ss_session_id": 3778296922, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "3_whisperingfornothing": { "1boy": 20, @@ -683,14 +683,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706617913.4442806", - "ss_training_started_at": "1706605565.349052", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706617913.4442806, + "ss_training_started_at": 1706605565.349052, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "88e52680", "sshs_model_hash": "cd3346a157bbcab0d980f84669837a545fe2910285835f0d418be5a6b04e8876" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.39_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.39_fro_ckpt1.00_size32.0.json index 4306816530139cba0133973095c359dfcb8f8eae..52608c252881c675cd43e79a42f24ece25cccea9 100644 --- a/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.39_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/whisperingfornothing-v1e58_th-3.39_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -91,43 +91,43 @@ }, "mean_img_ar_error": 0.016548741765614054 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "3_whisperingfornothing": { "img_count": 50, "n_repeats": 3 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "58", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 58, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -141,29 +141,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "75", - "ss_num_epochs": "58", - "ss_num_reg_images": "0", - "ss_num_train_images": "150", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 75, + "ss_num_epochs": 58, + "ss_num_reg_images": 0, + "ss_num_train_images": 150, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2584717943", - "ss_session_id": "3778296922", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2584717943, + "ss_session_id": 3778296922, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "3_whisperingfornothing": { "1boy": 20, @@ -683,14 +683,14 @@ "yuri": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1706617913.4442806", - "ss_training_started_at": "1706605565.349052", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1706617913.4442806, + "ss_training_started_at": 1706605565.349052, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "88e52680", "sshs_model_hash": "cd3346a157bbcab0d980f84669837a545fe2910285835f0d418be5a6b04e8876" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-0.83_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-0.83_spn_lora0.50_spn_ckpt0.50_size4.0.json index 2fd6ba841c9efc4c983132b80fa10fab1fdbf97a..4f90d219735b0992ecfcc3ce459f28fcf9845323 100644 --- a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-0.83_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-0.83_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,47 +105,47 @@ }, "mean_img_ar_error": 0.02712937822066288 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wickerbeast": { "img_count": 64, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -161,30 +161,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "64", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 64, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3028475309", - "ss_session_id": "1597864412", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 3028475309, + "ss_session_id": 1597864412, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_wickerbeast": { "3 toes": 5, @@ -1072,14 +1072,14 @@ "yellow fur": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713094542.8613093", - "ss_training_started_at": "1713076269.1555417", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713094542.8613093, + "ss_training_started_at": 1713076269.1555417, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ce6e511e", "sshs_model_hash": "a720bf92a879ea8e6e1b632281672574c450c15df3135e655940b1c6634e0ca6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-1.11_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-1.11_spn_lora0.50_spn_ckpt0.50_size8.0.json index 2fd6ba841c9efc4c983132b80fa10fab1fdbf97a..4f90d219735b0992ecfcc3ce459f28fcf9845323 100644 --- a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-1.11_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-1.11_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,47 +105,47 @@ }, "mean_img_ar_error": 0.02712937822066288 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wickerbeast": { "img_count": 64, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -161,30 +161,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "64", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 64, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3028475309", - "ss_session_id": "1597864412", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 3028475309, + "ss_session_id": 1597864412, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_wickerbeast": { "3 toes": 5, @@ -1072,14 +1072,14 @@ "yellow fur": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713094542.8613093", - "ss_training_started_at": "1713076269.1555417", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713094542.8613093, + "ss_training_started_at": 1713076269.1555417, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ce6e511e", "sshs_model_hash": "a720bf92a879ea8e6e1b632281672574c450c15df3135e655940b1c6634e0ca6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-1.25_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-1.25_spn_lora0.50_spn_ckpt0.50_size12.0.json index 2fd6ba841c9efc4c983132b80fa10fab1fdbf97a..4f90d219735b0992ecfcc3ce459f28fcf9845323 100644 --- a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-1.25_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-1.25_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,47 +105,47 @@ }, "mean_img_ar_error": 0.02712937822066288 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wickerbeast": { "img_count": 64, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -161,30 +161,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "64", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 64, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3028475309", - "ss_session_id": "1597864412", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 3028475309, + "ss_session_id": 1597864412, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_wickerbeast": { "3 toes": 5, @@ -1072,14 +1072,14 @@ "yellow fur": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713094542.8613093", - "ss_training_started_at": "1713076269.1555417", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713094542.8613093, + "ss_training_started_at": 1713076269.1555417, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ce6e511e", "sshs_model_hash": "a720bf92a879ea8e6e1b632281672574c450c15df3135e655940b1c6634e0ca6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json index 2fd6ba841c9efc4c983132b80fa10fab1fdbf97a..4f90d219735b0992ecfcc3ce459f28fcf9845323 100644 --- a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,47 +105,47 @@ }, "mean_img_ar_error": 0.02712937822066288 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wickerbeast": { "img_count": 64, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -161,30 +161,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "64", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 64, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3028475309", - "ss_session_id": "1597864412", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 3028475309, + "ss_session_id": 1597864412, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_wickerbeast": { "3 toes": 5, @@ -1072,14 +1072,14 @@ "yellow fur": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713094542.8613093", - "ss_training_started_at": "1713076269.1555417", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713094542.8613093, + "ss_training_started_at": 1713076269.1555417, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ce6e511e", "sshs_model_hash": "a720bf92a879ea8e6e1b632281672574c450c15df3135e655940b1c6634e0ca6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-1.56_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-1.56_spn_lora0.50_spn_ckpt0.50_size32.0.json index 2fd6ba841c9efc4c983132b80fa10fab1fdbf97a..4f90d219735b0992ecfcc3ce459f28fcf9845323 100644 --- a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-1.56_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-1.56_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,47 +105,47 @@ }, "mean_img_ar_error": 0.02712937822066288 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wickerbeast": { "img_count": 64, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -161,30 +161,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "64", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 64, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3028475309", - "ss_session_id": "1597864412", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 3028475309, + "ss_session_id": 1597864412, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_wickerbeast": { "3 toes": 5, @@ -1072,14 +1072,14 @@ "yellow fur": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713094542.8613093", - "ss_training_started_at": "1713076269.1555417", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713094542.8613093, + "ss_training_started_at": 1713076269.1555417, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ce6e511e", "sshs_model_hash": "a720bf92a879ea8e6e1b632281672574c450c15df3135e655940b1c6634e0ca6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-1.61_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-1.61_spn_ckpt1.00_size4.0.json index 2fd6ba841c9efc4c983132b80fa10fab1fdbf97a..4f90d219735b0992ecfcc3ce459f28fcf9845323 100644 --- a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-1.61_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-1.61_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,47 +105,47 @@ }, "mean_img_ar_error": 0.02712937822066288 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wickerbeast": { "img_count": 64, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -161,30 +161,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "64", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 64, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3028475309", - "ss_session_id": "1597864412", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 3028475309, + "ss_session_id": 1597864412, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_wickerbeast": { "3 toes": 5, @@ -1072,14 +1072,14 @@ "yellow fur": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713094542.8613093", - "ss_training_started_at": "1713076269.1555417", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713094542.8613093, + "ss_training_started_at": 1713076269.1555417, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ce6e511e", "sshs_model_hash": "a720bf92a879ea8e6e1b632281672574c450c15df3135e655940b1c6634e0ca6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-1.89_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-1.89_spn_ckpt1.00_size8.0.json index 2fd6ba841c9efc4c983132b80fa10fab1fdbf97a..4f90d219735b0992ecfcc3ce459f28fcf9845323 100644 --- a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-1.89_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-1.89_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,47 +105,47 @@ }, "mean_img_ar_error": 0.02712937822066288 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wickerbeast": { "img_count": 64, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -161,30 +161,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "64", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 64, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3028475309", - "ss_session_id": "1597864412", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 3028475309, + "ss_session_id": 1597864412, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_wickerbeast": { "3 toes": 5, @@ -1072,14 +1072,14 @@ "yellow fur": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713094542.8613093", - "ss_training_started_at": "1713076269.1555417", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713094542.8613093, + "ss_training_started_at": 1713076269.1555417, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ce6e511e", "sshs_model_hash": "a720bf92a879ea8e6e1b632281672574c450c15df3135e655940b1c6634e0ca6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.02_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.02_spn_ckpt1.00_size12.0.json index 2fd6ba841c9efc4c983132b80fa10fab1fdbf97a..4f90d219735b0992ecfcc3ce459f28fcf9845323 100644 --- a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.02_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.02_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,47 +105,47 @@ }, "mean_img_ar_error": 0.02712937822066288 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wickerbeast": { "img_count": 64, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -161,30 +161,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "64", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 64, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3028475309", - "ss_session_id": "1597864412", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 3028475309, + "ss_session_id": 1597864412, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_wickerbeast": { "3 toes": 5, @@ -1072,14 +1072,14 @@ "yellow fur": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713094542.8613093", - "ss_training_started_at": "1713076269.1555417", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713094542.8613093, + "ss_training_started_at": 1713076269.1555417, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ce6e511e", "sshs_model_hash": "a720bf92a879ea8e6e1b632281672574c450c15df3135e655940b1c6634e0ca6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.07_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.07_spn_ckpt1.00_size14.0.json index 2fd6ba841c9efc4c983132b80fa10fab1fdbf97a..4f90d219735b0992ecfcc3ce459f28fcf9845323 100644 --- a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.07_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.07_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,47 +105,47 @@ }, "mean_img_ar_error": 0.02712937822066288 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wickerbeast": { "img_count": 64, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -161,30 +161,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "64", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 64, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3028475309", - "ss_session_id": "1597864412", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 3028475309, + "ss_session_id": 1597864412, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_wickerbeast": { "3 toes": 5, @@ -1072,14 +1072,14 @@ "yellow fur": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713094542.8613093", - "ss_training_started_at": "1713076269.1555417", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713094542.8613093, + "ss_training_started_at": 1713076269.1555417, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ce6e511e", "sshs_model_hash": "a720bf92a879ea8e6e1b632281672574c450c15df3135e655940b1c6634e0ca6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.11_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.11_spn_ckpt1.00_size16.0.json index 2fd6ba841c9efc4c983132b80fa10fab1fdbf97a..4f90d219735b0992ecfcc3ce459f28fcf9845323 100644 --- a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.11_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.11_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,47 +105,47 @@ }, "mean_img_ar_error": 0.02712937822066288 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wickerbeast": { "img_count": 64, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -161,30 +161,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "64", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 64, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3028475309", - "ss_session_id": "1597864412", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 3028475309, + "ss_session_id": 1597864412, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_wickerbeast": { "3 toes": 5, @@ -1072,14 +1072,14 @@ "yellow fur": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713094542.8613093", - "ss_training_started_at": "1713076269.1555417", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713094542.8613093, + "ss_training_started_at": 1713076269.1555417, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ce6e511e", "sshs_model_hash": "a720bf92a879ea8e6e1b632281672574c450c15df3135e655940b1c6634e0ca6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.15_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.15_spn_ckpt1.00_size18.0.json index 2fd6ba841c9efc4c983132b80fa10fab1fdbf97a..4f90d219735b0992ecfcc3ce459f28fcf9845323 100644 --- a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.15_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.15_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,47 +105,47 @@ }, "mean_img_ar_error": 0.02712937822066288 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wickerbeast": { "img_count": 64, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -161,30 +161,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "64", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 64, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3028475309", - "ss_session_id": "1597864412", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 3028475309, + "ss_session_id": 1597864412, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_wickerbeast": { "3 toes": 5, @@ -1072,14 +1072,14 @@ "yellow fur": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713094542.8613093", - "ss_training_started_at": "1713076269.1555417", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713094542.8613093, + "ss_training_started_at": 1713076269.1555417, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ce6e511e", "sshs_model_hash": "a720bf92a879ea8e6e1b632281672574c450c15df3135e655940b1c6634e0ca6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.19_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.19_spn_ckpt1.00_size20.0.json index 2fd6ba841c9efc4c983132b80fa10fab1fdbf97a..4f90d219735b0992ecfcc3ce459f28fcf9845323 100644 --- a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.19_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.19_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,47 +105,47 @@ }, "mean_img_ar_error": 0.02712937822066288 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wickerbeast": { "img_count": 64, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -161,30 +161,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "64", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 64, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3028475309", - "ss_session_id": "1597864412", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 3028475309, + "ss_session_id": 1597864412, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_wickerbeast": { "3 toes": 5, @@ -1072,14 +1072,14 @@ "yellow fur": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713094542.8613093", - "ss_training_started_at": "1713076269.1555417", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713094542.8613093, + "ss_training_started_at": 1713076269.1555417, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ce6e511e", "sshs_model_hash": "a720bf92a879ea8e6e1b632281672574c450c15df3135e655940b1c6634e0ca6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.23_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.23_spn_ckpt1.00_size22.0.json index 2fd6ba841c9efc4c983132b80fa10fab1fdbf97a..4f90d219735b0992ecfcc3ce459f28fcf9845323 100644 --- a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.23_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.23_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,47 +105,47 @@ }, "mean_img_ar_error": 0.02712937822066288 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wickerbeast": { "img_count": 64, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -161,30 +161,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "64", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 64, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3028475309", - "ss_session_id": "1597864412", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 3028475309, + "ss_session_id": 1597864412, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_wickerbeast": { "3 toes": 5, @@ -1072,14 +1072,14 @@ "yellow fur": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713094542.8613093", - "ss_training_started_at": "1713076269.1555417", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713094542.8613093, + "ss_training_started_at": 1713076269.1555417, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ce6e511e", "sshs_model_hash": "a720bf92a879ea8e6e1b632281672574c450c15df3135e655940b1c6634e0ca6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.26_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.26_spn_ckpt1.00_size24.0.json index 2fd6ba841c9efc4c983132b80fa10fab1fdbf97a..4f90d219735b0992ecfcc3ce459f28fcf9845323 100644 --- a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.26_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.26_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,47 +105,47 @@ }, "mean_img_ar_error": 0.02712937822066288 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wickerbeast": { "img_count": 64, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -161,30 +161,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "64", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 64, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3028475309", - "ss_session_id": "1597864412", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 3028475309, + "ss_session_id": 1597864412, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_wickerbeast": { "3 toes": 5, @@ -1072,14 +1072,14 @@ "yellow fur": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713094542.8613093", - "ss_training_started_at": "1713076269.1555417", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713094542.8613093, + "ss_training_started_at": 1713076269.1555417, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ce6e511e", "sshs_model_hash": "a720bf92a879ea8e6e1b632281672574c450c15df3135e655940b1c6634e0ca6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.40_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.40_spn_ckpt1.00_size32.0.json index 2fd6ba841c9efc4c983132b80fa10fab1fdbf97a..4f90d219735b0992ecfcc3ce459f28fcf9845323 100644 --- a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.40_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.40_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,47 +105,47 @@ }, "mean_img_ar_error": 0.02712937822066288 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wickerbeast": { "img_count": 64, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -161,30 +161,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "64", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 64, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3028475309", - "ss_session_id": "1597864412", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 3028475309, + "ss_session_id": 1597864412, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_wickerbeast": { "3 toes": 5, @@ -1072,14 +1072,14 @@ "yellow fur": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713094542.8613093", - "ss_training_started_at": "1713076269.1555417", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713094542.8613093, + "ss_training_started_at": 1713076269.1555417, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ce6e511e", "sshs_model_hash": "a720bf92a879ea8e6e1b632281672574c450c15df3135e655940b1c6634e0ca6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.52_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.52_fro_ckpt1.00_size4.0.json index 2fd6ba841c9efc4c983132b80fa10fab1fdbf97a..4f90d219735b0992ecfcc3ce459f28fcf9845323 100644 --- a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.52_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.52_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,47 +105,47 @@ }, "mean_img_ar_error": 0.02712937822066288 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wickerbeast": { "img_count": 64, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -161,30 +161,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "64", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 64, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3028475309", - "ss_session_id": "1597864412", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 3028475309, + "ss_session_id": 1597864412, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_wickerbeast": { "3 toes": 5, @@ -1072,14 +1072,14 @@ "yellow fur": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713094542.8613093", - "ss_training_started_at": "1713076269.1555417", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713094542.8613093, + "ss_training_started_at": 1713076269.1555417, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ce6e511e", "sshs_model_hash": "a720bf92a879ea8e6e1b632281672574c450c15df3135e655940b1c6634e0ca6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.83_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.83_fro_ckpt1.00_size8.0.json index 2fd6ba841c9efc4c983132b80fa10fab1fdbf97a..4f90d219735b0992ecfcc3ce459f28fcf9845323 100644 --- a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.83_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.83_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,47 +105,47 @@ }, "mean_img_ar_error": 0.02712937822066288 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wickerbeast": { "img_count": 64, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -161,30 +161,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "64", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 64, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3028475309", - "ss_session_id": "1597864412", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 3028475309, + "ss_session_id": 1597864412, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_wickerbeast": { "3 toes": 5, @@ -1072,14 +1072,14 @@ "yellow fur": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713094542.8613093", - "ss_training_started_at": "1713076269.1555417", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713094542.8613093, + "ss_training_started_at": 1713076269.1555417, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ce6e511e", "sshs_model_hash": "a720bf92a879ea8e6e1b632281672574c450c15df3135e655940b1c6634e0ca6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.97_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.97_fro_ckpt1.00_size12.0.json index 2fd6ba841c9efc4c983132b80fa10fab1fdbf97a..4f90d219735b0992ecfcc3ce459f28fcf9845323 100644 --- a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.97_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-2.97_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,47 +105,47 @@ }, "mean_img_ar_error": 0.02712937822066288 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wickerbeast": { "img_count": 64, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -161,30 +161,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "64", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 64, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3028475309", - "ss_session_id": "1597864412", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 3028475309, + "ss_session_id": 1597864412, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_wickerbeast": { "3 toes": 5, @@ -1072,14 +1072,14 @@ "yellow fur": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713094542.8613093", - "ss_training_started_at": "1713076269.1555417", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713094542.8613093, + "ss_training_started_at": 1713076269.1555417, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ce6e511e", "sshs_model_hash": "a720bf92a879ea8e6e1b632281672574c450c15df3135e655940b1c6634e0ca6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-3.02_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-3.02_fro_ckpt1.00_size14.0.json index 2fd6ba841c9efc4c983132b80fa10fab1fdbf97a..4f90d219735b0992ecfcc3ce459f28fcf9845323 100644 --- a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-3.02_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-3.02_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,47 +105,47 @@ }, "mean_img_ar_error": 0.02712937822066288 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wickerbeast": { "img_count": 64, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -161,30 +161,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "64", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 64, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3028475309", - "ss_session_id": "1597864412", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 3028475309, + "ss_session_id": 1597864412, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_wickerbeast": { "3 toes": 5, @@ -1072,14 +1072,14 @@ "yellow fur": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713094542.8613093", - "ss_training_started_at": "1713076269.1555417", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713094542.8613093, + "ss_training_started_at": 1713076269.1555417, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ce6e511e", "sshs_model_hash": "a720bf92a879ea8e6e1b632281672574c450c15df3135e655940b1c6634e0ca6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-3.06_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-3.06_fro_ckpt1.00_size16.0.json index 2fd6ba841c9efc4c983132b80fa10fab1fdbf97a..4f90d219735b0992ecfcc3ce459f28fcf9845323 100644 --- a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-3.06_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-3.06_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,47 +105,47 @@ }, "mean_img_ar_error": 0.02712937822066288 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wickerbeast": { "img_count": 64, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -161,30 +161,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "64", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 64, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3028475309", - "ss_session_id": "1597864412", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 3028475309, + "ss_session_id": 1597864412, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_wickerbeast": { "3 toes": 5, @@ -1072,14 +1072,14 @@ "yellow fur": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713094542.8613093", - "ss_training_started_at": "1713076269.1555417", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713094542.8613093, + "ss_training_started_at": 1713076269.1555417, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ce6e511e", "sshs_model_hash": "a720bf92a879ea8e6e1b632281672574c450c15df3135e655940b1c6634e0ca6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-3.09_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-3.09_fro_ckpt1.00_size18.0.json index 2fd6ba841c9efc4c983132b80fa10fab1fdbf97a..4f90d219735b0992ecfcc3ce459f28fcf9845323 100644 --- a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-3.09_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-3.09_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,47 +105,47 @@ }, "mean_img_ar_error": 0.02712937822066288 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wickerbeast": { "img_count": 64, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -161,30 +161,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "64", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 64, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3028475309", - "ss_session_id": "1597864412", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 3028475309, + "ss_session_id": 1597864412, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_wickerbeast": { "3 toes": 5, @@ -1072,14 +1072,14 @@ "yellow fur": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713094542.8613093", - "ss_training_started_at": "1713076269.1555417", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713094542.8613093, + "ss_training_started_at": 1713076269.1555417, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ce6e511e", "sshs_model_hash": "a720bf92a879ea8e6e1b632281672574c450c15df3135e655940b1c6634e0ca6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-3.12_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-3.12_fro_ckpt1.00_size20.0.json index 2fd6ba841c9efc4c983132b80fa10fab1fdbf97a..4f90d219735b0992ecfcc3ce459f28fcf9845323 100644 --- a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-3.12_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-3.12_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,47 +105,47 @@ }, "mean_img_ar_error": 0.02712937822066288 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wickerbeast": { "img_count": 64, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -161,30 +161,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "64", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 64, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3028475309", - "ss_session_id": "1597864412", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 3028475309, + "ss_session_id": 1597864412, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_wickerbeast": { "3 toes": 5, @@ -1072,14 +1072,14 @@ "yellow fur": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713094542.8613093", - "ss_training_started_at": "1713076269.1555417", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713094542.8613093, + "ss_training_started_at": 1713076269.1555417, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ce6e511e", "sshs_model_hash": "a720bf92a879ea8e6e1b632281672574c450c15df3135e655940b1c6634e0ca6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-3.15_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-3.15_fro_ckpt1.00_size22.0.json index 2fd6ba841c9efc4c983132b80fa10fab1fdbf97a..4f90d219735b0992ecfcc3ce459f28fcf9845323 100644 --- a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-3.15_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-3.15_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,47 +105,47 @@ }, "mean_img_ar_error": 0.02712937822066288 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wickerbeast": { "img_count": 64, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -161,30 +161,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "64", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 64, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3028475309", - "ss_session_id": "1597864412", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 3028475309, + "ss_session_id": 1597864412, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_wickerbeast": { "3 toes": 5, @@ -1072,14 +1072,14 @@ "yellow fur": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713094542.8613093", - "ss_training_started_at": "1713076269.1555417", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713094542.8613093, + "ss_training_started_at": 1713076269.1555417, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ce6e511e", "sshs_model_hash": "a720bf92a879ea8e6e1b632281672574c450c15df3135e655940b1c6634e0ca6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-3.18_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-3.18_fro_ckpt1.00_size24.0.json index 2fd6ba841c9efc4c983132b80fa10fab1fdbf97a..4f90d219735b0992ecfcc3ce459f28fcf9845323 100644 --- a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-3.18_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-3.18_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,47 +105,47 @@ }, "mean_img_ar_error": 0.02712937822066288 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wickerbeast": { "img_count": 64, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -161,30 +161,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "64", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 64, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3028475309", - "ss_session_id": "1597864412", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 3028475309, + "ss_session_id": 1597864412, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_wickerbeast": { "3 toes": 5, @@ -1072,14 +1072,14 @@ "yellow fur": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713094542.8613093", - "ss_training_started_at": "1713076269.1555417", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713094542.8613093, + "ss_training_started_at": 1713076269.1555417, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ce6e511e", "sshs_model_hash": "a720bf92a879ea8e6e1b632281672574c450c15df3135e655940b1c6634e0ca6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-3.29_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-3.29_fro_ckpt1.00_size32.0.json index 2fd6ba841c9efc4c983132b80fa10fab1fdbf97a..4f90d219735b0992ecfcc3ce459f28fcf9845323 100644 --- a/ponyxl_loras_shrunk/wickerbeast-v1e500_th-3.29_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/wickerbeast-v1e500_th-3.29_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,47 +105,47 @@ }, "mean_img_ar_error": 0.02712937822066288 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wickerbeast": { "img_count": 64, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "500", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 500, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "500", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 500, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -161,30 +161,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "500", - "ss_num_reg_images": "0", - "ss_num_train_images": "64", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 500, + "ss_num_reg_images": 0, + "ss_num_train_images": 64, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3028475309", - "ss_session_id": "1597864412", - "ss_shuffle_caption": "True", - "ss_steps": "500", + "ss_seed": 3028475309, + "ss_session_id": 1597864412, + "ss_shuffle_caption": true, + "ss_steps": 500, "ss_tag_frequency": { "1_wickerbeast": { "3 toes": 5, @@ -1072,14 +1072,14 @@ "yellow fur": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1713094542.8613093", - "ss_training_started_at": "1713076269.1555417", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1713094542.8613093, + "ss_training_started_at": 1713076269.1555417, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "ce6e511e", "sshs_model_hash": "a720bf92a879ea8e6e1b632281672574c450c15df3135e655940b1c6634e0ca6" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wjs07-v1e200_th-0.98_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/wjs07-v1e200_th-0.98_spn_lora0.50_spn_ckpt0.50_size4.0.json index 54618c9178055b84cce7311ff005b4823d6d6f47..2dade928ba45e532642e1429598261fb3489b1ab 100644 --- a/ponyxl_loras_shrunk/wjs07-v1e200_th-0.98_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/wjs07-v1e200_th-0.98_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -203,43 +203,43 @@ }, "mean_img_ar_error": 0.013855570746599691 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wjs07": { "img_count": 57, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -253,29 +253,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "14", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 14, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2797188127", - "ss_session_id": "2971015185", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2797188127, + "ss_session_id": 2971015185, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_wjs07": { "3d (artwork)": 1, @@ -651,14 +651,14 @@ "young": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707843503.3602862", - "ss_training_started_at": "1707831390.7505734", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707843503.3602862, + "ss_training_started_at": 1707831390.7505734, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "09505e23", "sshs_model_hash": "1a61de00a12d8974dff0fc67d678e93cc712ae00ec2797bb0c11f6c87eb6cd67" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wjs07-v1e200_th-1.17_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/wjs07-v1e200_th-1.17_spn_lora0.50_spn_ckpt0.50_size8.0.json index 54618c9178055b84cce7311ff005b4823d6d6f47..2dade928ba45e532642e1429598261fb3489b1ab 100644 --- a/ponyxl_loras_shrunk/wjs07-v1e200_th-1.17_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/wjs07-v1e200_th-1.17_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -203,43 +203,43 @@ }, "mean_img_ar_error": 0.013855570746599691 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wjs07": { "img_count": 57, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -253,29 +253,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "14", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 14, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2797188127", - "ss_session_id": "2971015185", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2797188127, + "ss_session_id": 2971015185, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_wjs07": { "3d (artwork)": 1, @@ -651,14 +651,14 @@ "young": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707843503.3602862", - "ss_training_started_at": "1707831390.7505734", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707843503.3602862, + "ss_training_started_at": 1707831390.7505734, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "09505e23", "sshs_model_hash": "1a61de00a12d8974dff0fc67d678e93cc712ae00ec2797bb0c11f6c87eb6cd67" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wjs07-v1e200_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/wjs07-v1e200_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json index 54618c9178055b84cce7311ff005b4823d6d6f47..2dade928ba45e532642e1429598261fb3489b1ab 100644 --- a/ponyxl_loras_shrunk/wjs07-v1e200_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/wjs07-v1e200_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -203,43 +203,43 @@ }, "mean_img_ar_error": 0.013855570746599691 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wjs07": { "img_count": 57, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -253,29 +253,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "14", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 14, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2797188127", - "ss_session_id": "2971015185", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2797188127, + "ss_session_id": 2971015185, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_wjs07": { "3d (artwork)": 1, @@ -651,14 +651,14 @@ "young": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707843503.3602862", - "ss_training_started_at": "1707831390.7505734", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707843503.3602862, + "ss_training_started_at": 1707831390.7505734, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "09505e23", "sshs_model_hash": "1a61de00a12d8974dff0fc67d678e93cc712ae00ec2797bb0c11f6c87eb6cd67" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wjs07-v1e200_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/wjs07-v1e200_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json index 54618c9178055b84cce7311ff005b4823d6d6f47..2dade928ba45e532642e1429598261fb3489b1ab 100644 --- a/ponyxl_loras_shrunk/wjs07-v1e200_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/wjs07-v1e200_th-1.44_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -203,43 +203,43 @@ }, "mean_img_ar_error": 0.013855570746599691 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wjs07": { "img_count": 57, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -253,29 +253,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "14", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 14, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2797188127", - "ss_session_id": "2971015185", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2797188127, + "ss_session_id": 2971015185, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_wjs07": { "3d (artwork)": 1, @@ -651,14 +651,14 @@ "young": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707843503.3602862", - "ss_training_started_at": "1707831390.7505734", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707843503.3602862, + "ss_training_started_at": 1707831390.7505734, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "09505e23", "sshs_model_hash": "1a61de00a12d8974dff0fc67d678e93cc712ae00ec2797bb0c11f6c87eb6cd67" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wjs07-v1e200_th-1.56_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/wjs07-v1e200_th-1.56_spn_lora0.50_spn_ckpt0.50_size32.0.json index 54618c9178055b84cce7311ff005b4823d6d6f47..2dade928ba45e532642e1429598261fb3489b1ab 100644 --- a/ponyxl_loras_shrunk/wjs07-v1e200_th-1.56_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/wjs07-v1e200_th-1.56_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -203,43 +203,43 @@ }, "mean_img_ar_error": 0.013855570746599691 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wjs07": { "img_count": 57, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -253,29 +253,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "14", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 14, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2797188127", - "ss_session_id": "2971015185", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2797188127, + "ss_session_id": 2971015185, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_wjs07": { "3d (artwork)": 1, @@ -651,14 +651,14 @@ "young": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707843503.3602862", - "ss_training_started_at": "1707831390.7505734", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707843503.3602862, + "ss_training_started_at": 1707831390.7505734, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "09505e23", "sshs_model_hash": "1a61de00a12d8974dff0fc67d678e93cc712ae00ec2797bb0c11f6c87eb6cd67" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wjs07-v1e200_th-1.85_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/wjs07-v1e200_th-1.85_spn_ckpt1.00_size4.0.json index 54618c9178055b84cce7311ff005b4823d6d6f47..2dade928ba45e532642e1429598261fb3489b1ab 100644 --- a/ponyxl_loras_shrunk/wjs07-v1e200_th-1.85_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/wjs07-v1e200_th-1.85_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -203,43 +203,43 @@ }, "mean_img_ar_error": 0.013855570746599691 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wjs07": { "img_count": 57, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -253,29 +253,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "14", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 14, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2797188127", - "ss_session_id": "2971015185", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2797188127, + "ss_session_id": 2971015185, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_wjs07": { "3d (artwork)": 1, @@ -651,14 +651,14 @@ "young": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707843503.3602862", - "ss_training_started_at": "1707831390.7505734", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707843503.3602862, + "ss_training_started_at": 1707831390.7505734, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "09505e23", "sshs_model_hash": "1a61de00a12d8974dff0fc67d678e93cc712ae00ec2797bb0c11f6c87eb6cd67" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wjs07-v1e200_th-2.09_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/wjs07-v1e200_th-2.09_spn_ckpt1.00_size8.0.json index 54618c9178055b84cce7311ff005b4823d6d6f47..2dade928ba45e532642e1429598261fb3489b1ab 100644 --- a/ponyxl_loras_shrunk/wjs07-v1e200_th-2.09_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/wjs07-v1e200_th-2.09_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -203,43 +203,43 @@ }, "mean_img_ar_error": 0.013855570746599691 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wjs07": { "img_count": 57, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -253,29 +253,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "14", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 14, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2797188127", - "ss_session_id": "2971015185", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2797188127, + "ss_session_id": 2971015185, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_wjs07": { "3d (artwork)": 1, @@ -651,14 +651,14 @@ "young": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707843503.3602862", - "ss_training_started_at": "1707831390.7505734", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707843503.3602862, + "ss_training_started_at": 1707831390.7505734, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "09505e23", "sshs_model_hash": "1a61de00a12d8974dff0fc67d678e93cc712ae00ec2797bb0c11f6c87eb6cd67" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wjs07-v1e200_th-2.20_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/wjs07-v1e200_th-2.20_spn_ckpt1.00_size12.0.json index 54618c9178055b84cce7311ff005b4823d6d6f47..2dade928ba45e532642e1429598261fb3489b1ab 100644 --- a/ponyxl_loras_shrunk/wjs07-v1e200_th-2.20_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/wjs07-v1e200_th-2.20_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -203,43 +203,43 @@ }, "mean_img_ar_error": 0.013855570746599691 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wjs07": { "img_count": 57, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -253,29 +253,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "14", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 14, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2797188127", - "ss_session_id": "2971015185", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2797188127, + "ss_session_id": 2971015185, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_wjs07": { "3d (artwork)": 1, @@ -651,14 +651,14 @@ "young": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707843503.3602862", - "ss_training_started_at": "1707831390.7505734", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707843503.3602862, + "ss_training_started_at": 1707831390.7505734, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "09505e23", "sshs_model_hash": "1a61de00a12d8974dff0fc67d678e93cc712ae00ec2797bb0c11f6c87eb6cd67" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wjs07-v1e200_th-2.24_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/wjs07-v1e200_th-2.24_spn_ckpt1.00_size14.0.json index 54618c9178055b84cce7311ff005b4823d6d6f47..2dade928ba45e532642e1429598261fb3489b1ab 100644 --- a/ponyxl_loras_shrunk/wjs07-v1e200_th-2.24_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/wjs07-v1e200_th-2.24_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -203,43 +203,43 @@ }, "mean_img_ar_error": 0.013855570746599691 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wjs07": { "img_count": 57, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -253,29 +253,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "14", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 14, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2797188127", - "ss_session_id": "2971015185", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2797188127, + "ss_session_id": 2971015185, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_wjs07": { "3d (artwork)": 1, @@ -651,14 +651,14 @@ "young": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707843503.3602862", - "ss_training_started_at": "1707831390.7505734", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707843503.3602862, + "ss_training_started_at": 1707831390.7505734, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "09505e23", "sshs_model_hash": "1a61de00a12d8974dff0fc67d678e93cc712ae00ec2797bb0c11f6c87eb6cd67" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wjs07-v1e200_th-2.28_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/wjs07-v1e200_th-2.28_spn_ckpt1.00_size16.0.json index 54618c9178055b84cce7311ff005b4823d6d6f47..2dade928ba45e532642e1429598261fb3489b1ab 100644 --- a/ponyxl_loras_shrunk/wjs07-v1e200_th-2.28_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/wjs07-v1e200_th-2.28_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -203,43 +203,43 @@ }, "mean_img_ar_error": 0.013855570746599691 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wjs07": { "img_count": 57, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -253,29 +253,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "14", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 14, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2797188127", - "ss_session_id": "2971015185", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2797188127, + "ss_session_id": 2971015185, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_wjs07": { "3d (artwork)": 1, @@ -651,14 +651,14 @@ "young": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707843503.3602862", - "ss_training_started_at": "1707831390.7505734", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707843503.3602862, + "ss_training_started_at": 1707831390.7505734, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "09505e23", "sshs_model_hash": "1a61de00a12d8974dff0fc67d678e93cc712ae00ec2797bb0c11f6c87eb6cd67" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wjs07-v1e200_th-2.32_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/wjs07-v1e200_th-2.32_spn_ckpt1.00_size18.0.json index 54618c9178055b84cce7311ff005b4823d6d6f47..2dade928ba45e532642e1429598261fb3489b1ab 100644 --- a/ponyxl_loras_shrunk/wjs07-v1e200_th-2.32_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/wjs07-v1e200_th-2.32_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -203,43 +203,43 @@ }, "mean_img_ar_error": 0.013855570746599691 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wjs07": { "img_count": 57, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -253,29 +253,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "14", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 14, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2797188127", - "ss_session_id": "2971015185", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2797188127, + "ss_session_id": 2971015185, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_wjs07": { "3d (artwork)": 1, @@ -651,14 +651,14 @@ "young": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707843503.3602862", - "ss_training_started_at": "1707831390.7505734", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707843503.3602862, + "ss_training_started_at": 1707831390.7505734, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "09505e23", "sshs_model_hash": "1a61de00a12d8974dff0fc67d678e93cc712ae00ec2797bb0c11f6c87eb6cd67" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wjs07-v1e200_th-2.35_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/wjs07-v1e200_th-2.35_spn_ckpt1.00_size20.0.json index 54618c9178055b84cce7311ff005b4823d6d6f47..2dade928ba45e532642e1429598261fb3489b1ab 100644 --- a/ponyxl_loras_shrunk/wjs07-v1e200_th-2.35_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/wjs07-v1e200_th-2.35_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -203,43 +203,43 @@ }, "mean_img_ar_error": 0.013855570746599691 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wjs07": { "img_count": 57, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -253,29 +253,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "14", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 14, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2797188127", - "ss_session_id": "2971015185", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2797188127, + "ss_session_id": 2971015185, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_wjs07": { "3d (artwork)": 1, @@ -651,14 +651,14 @@ "young": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707843503.3602862", - "ss_training_started_at": "1707831390.7505734", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707843503.3602862, + "ss_training_started_at": 1707831390.7505734, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "09505e23", "sshs_model_hash": "1a61de00a12d8974dff0fc67d678e93cc712ae00ec2797bb0c11f6c87eb6cd67" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wjs07-v1e200_th-2.39_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/wjs07-v1e200_th-2.39_spn_ckpt1.00_size22.0.json index 54618c9178055b84cce7311ff005b4823d6d6f47..2dade928ba45e532642e1429598261fb3489b1ab 100644 --- a/ponyxl_loras_shrunk/wjs07-v1e200_th-2.39_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/wjs07-v1e200_th-2.39_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -203,43 +203,43 @@ }, "mean_img_ar_error": 0.013855570746599691 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wjs07": { "img_count": 57, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -253,29 +253,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "14", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 14, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2797188127", - "ss_session_id": "2971015185", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2797188127, + "ss_session_id": 2971015185, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_wjs07": { "3d (artwork)": 1, @@ -651,14 +651,14 @@ "young": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707843503.3602862", - "ss_training_started_at": "1707831390.7505734", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707843503.3602862, + "ss_training_started_at": 1707831390.7505734, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "09505e23", "sshs_model_hash": "1a61de00a12d8974dff0fc67d678e93cc712ae00ec2797bb0c11f6c87eb6cd67" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wjs07-v1e200_th-2.42_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/wjs07-v1e200_th-2.42_spn_ckpt1.00_size24.0.json index 54618c9178055b84cce7311ff005b4823d6d6f47..2dade928ba45e532642e1429598261fb3489b1ab 100644 --- a/ponyxl_loras_shrunk/wjs07-v1e200_th-2.42_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/wjs07-v1e200_th-2.42_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -203,43 +203,43 @@ }, "mean_img_ar_error": 0.013855570746599691 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wjs07": { "img_count": 57, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -253,29 +253,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "14", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 14, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2797188127", - "ss_session_id": "2971015185", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2797188127, + "ss_session_id": 2971015185, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_wjs07": { "3d (artwork)": 1, @@ -651,14 +651,14 @@ "young": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707843503.3602862", - "ss_training_started_at": "1707831390.7505734", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707843503.3602862, + "ss_training_started_at": 1707831390.7505734, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "09505e23", "sshs_model_hash": "1a61de00a12d8974dff0fc67d678e93cc712ae00ec2797bb0c11f6c87eb6cd67" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wjs07-v1e200_th-2.56_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/wjs07-v1e200_th-2.56_spn_ckpt1.00_size32.0.json index 54618c9178055b84cce7311ff005b4823d6d6f47..2dade928ba45e532642e1429598261fb3489b1ab 100644 --- a/ponyxl_loras_shrunk/wjs07-v1e200_th-2.56_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/wjs07-v1e200_th-2.56_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -203,43 +203,43 @@ }, "mean_img_ar_error": 0.013855570746599691 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wjs07": { "img_count": 57, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -253,29 +253,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "14", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 14, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2797188127", - "ss_session_id": "2971015185", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2797188127, + "ss_session_id": 2971015185, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_wjs07": { "3d (artwork)": 1, @@ -651,14 +651,14 @@ "young": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707843503.3602862", - "ss_training_started_at": "1707831390.7505734", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707843503.3602862, + "ss_training_started_at": 1707831390.7505734, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "09505e23", "sshs_model_hash": "1a61de00a12d8974dff0fc67d678e93cc712ae00ec2797bb0c11f6c87eb6cd67" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wjs07-v1e200_th-2.78_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/wjs07-v1e200_th-2.78_fro_ckpt1.00_size4.0.json index 54618c9178055b84cce7311ff005b4823d6d6f47..2dade928ba45e532642e1429598261fb3489b1ab 100644 --- a/ponyxl_loras_shrunk/wjs07-v1e200_th-2.78_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/wjs07-v1e200_th-2.78_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -203,43 +203,43 @@ }, "mean_img_ar_error": 0.013855570746599691 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wjs07": { "img_count": 57, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -253,29 +253,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "14", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 14, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2797188127", - "ss_session_id": "2971015185", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2797188127, + "ss_session_id": 2971015185, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_wjs07": { "3d (artwork)": 1, @@ -651,14 +651,14 @@ "young": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707843503.3602862", - "ss_training_started_at": "1707831390.7505734", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707843503.3602862, + "ss_training_started_at": 1707831390.7505734, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "09505e23", "sshs_model_hash": "1a61de00a12d8974dff0fc67d678e93cc712ae00ec2797bb0c11f6c87eb6cd67" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wjs07-v1e200_th-3.05_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/wjs07-v1e200_th-3.05_fro_ckpt1.00_size8.0.json index 54618c9178055b84cce7311ff005b4823d6d6f47..2dade928ba45e532642e1429598261fb3489b1ab 100644 --- a/ponyxl_loras_shrunk/wjs07-v1e200_th-3.05_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/wjs07-v1e200_th-3.05_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -203,43 +203,43 @@ }, "mean_img_ar_error": 0.013855570746599691 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wjs07": { "img_count": 57, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -253,29 +253,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "14", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 14, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2797188127", - "ss_session_id": "2971015185", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2797188127, + "ss_session_id": 2971015185, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_wjs07": { "3d (artwork)": 1, @@ -651,14 +651,14 @@ "young": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707843503.3602862", - "ss_training_started_at": "1707831390.7505734", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707843503.3602862, + "ss_training_started_at": 1707831390.7505734, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "09505e23", "sshs_model_hash": "1a61de00a12d8974dff0fc67d678e93cc712ae00ec2797bb0c11f6c87eb6cd67" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wjs07-v1e200_th-3.16_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/wjs07-v1e200_th-3.16_fro_ckpt1.00_size12.0.json index 54618c9178055b84cce7311ff005b4823d6d6f47..2dade928ba45e532642e1429598261fb3489b1ab 100644 --- a/ponyxl_loras_shrunk/wjs07-v1e200_th-3.16_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/wjs07-v1e200_th-3.16_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -203,43 +203,43 @@ }, "mean_img_ar_error": 0.013855570746599691 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wjs07": { "img_count": 57, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -253,29 +253,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "14", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 14, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2797188127", - "ss_session_id": "2971015185", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2797188127, + "ss_session_id": 2971015185, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_wjs07": { "3d (artwork)": 1, @@ -651,14 +651,14 @@ "young": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707843503.3602862", - "ss_training_started_at": "1707831390.7505734", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707843503.3602862, + "ss_training_started_at": 1707831390.7505734, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "09505e23", "sshs_model_hash": "1a61de00a12d8974dff0fc67d678e93cc712ae00ec2797bb0c11f6c87eb6cd67" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wjs07-v1e200_th-3.20_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/wjs07-v1e200_th-3.20_fro_ckpt1.00_size14.0.json index 54618c9178055b84cce7311ff005b4823d6d6f47..2dade928ba45e532642e1429598261fb3489b1ab 100644 --- a/ponyxl_loras_shrunk/wjs07-v1e200_th-3.20_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/wjs07-v1e200_th-3.20_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -203,43 +203,43 @@ }, "mean_img_ar_error": 0.013855570746599691 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wjs07": { "img_count": 57, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -253,29 +253,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "14", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 14, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2797188127", - "ss_session_id": "2971015185", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2797188127, + "ss_session_id": 2971015185, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_wjs07": { "3d (artwork)": 1, @@ -651,14 +651,14 @@ "young": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707843503.3602862", - "ss_training_started_at": "1707831390.7505734", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707843503.3602862, + "ss_training_started_at": 1707831390.7505734, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "09505e23", "sshs_model_hash": "1a61de00a12d8974dff0fc67d678e93cc712ae00ec2797bb0c11f6c87eb6cd67" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wjs07-v1e200_th-3.23_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/wjs07-v1e200_th-3.23_fro_ckpt1.00_size16.0.json index 54618c9178055b84cce7311ff005b4823d6d6f47..2dade928ba45e532642e1429598261fb3489b1ab 100644 --- a/ponyxl_loras_shrunk/wjs07-v1e200_th-3.23_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/wjs07-v1e200_th-3.23_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -203,43 +203,43 @@ }, "mean_img_ar_error": 0.013855570746599691 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wjs07": { "img_count": 57, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -253,29 +253,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "14", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 14, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2797188127", - "ss_session_id": "2971015185", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2797188127, + "ss_session_id": 2971015185, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_wjs07": { "3d (artwork)": 1, @@ -651,14 +651,14 @@ "young": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707843503.3602862", - "ss_training_started_at": "1707831390.7505734", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707843503.3602862, + "ss_training_started_at": 1707831390.7505734, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "09505e23", "sshs_model_hash": "1a61de00a12d8974dff0fc67d678e93cc712ae00ec2797bb0c11f6c87eb6cd67" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wjs07-v1e200_th-3.27_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/wjs07-v1e200_th-3.27_fro_ckpt1.00_size18.0.json index 54618c9178055b84cce7311ff005b4823d6d6f47..2dade928ba45e532642e1429598261fb3489b1ab 100644 --- a/ponyxl_loras_shrunk/wjs07-v1e200_th-3.27_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/wjs07-v1e200_th-3.27_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -203,43 +203,43 @@ }, "mean_img_ar_error": 0.013855570746599691 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wjs07": { "img_count": 57, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -253,29 +253,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "14", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 14, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2797188127", - "ss_session_id": "2971015185", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2797188127, + "ss_session_id": 2971015185, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_wjs07": { "3d (artwork)": 1, @@ -651,14 +651,14 @@ "young": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707843503.3602862", - "ss_training_started_at": "1707831390.7505734", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707843503.3602862, + "ss_training_started_at": 1707831390.7505734, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "09505e23", "sshs_model_hash": "1a61de00a12d8974dff0fc67d678e93cc712ae00ec2797bb0c11f6c87eb6cd67" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wjs07-v1e200_th-3.30_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/wjs07-v1e200_th-3.30_fro_ckpt1.00_size20.0.json index 54618c9178055b84cce7311ff005b4823d6d6f47..2dade928ba45e532642e1429598261fb3489b1ab 100644 --- a/ponyxl_loras_shrunk/wjs07-v1e200_th-3.30_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/wjs07-v1e200_th-3.30_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -203,43 +203,43 @@ }, "mean_img_ar_error": 0.013855570746599691 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wjs07": { "img_count": 57, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -253,29 +253,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "14", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 14, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2797188127", - "ss_session_id": "2971015185", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2797188127, + "ss_session_id": 2971015185, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_wjs07": { "3d (artwork)": 1, @@ -651,14 +651,14 @@ "young": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707843503.3602862", - "ss_training_started_at": "1707831390.7505734", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707843503.3602862, + "ss_training_started_at": 1707831390.7505734, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "09505e23", "sshs_model_hash": "1a61de00a12d8974dff0fc67d678e93cc712ae00ec2797bb0c11f6c87eb6cd67" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wjs07-v1e200_th-3.33_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/wjs07-v1e200_th-3.33_fro_ckpt1.00_size22.0.json index 54618c9178055b84cce7311ff005b4823d6d6f47..2dade928ba45e532642e1429598261fb3489b1ab 100644 --- a/ponyxl_loras_shrunk/wjs07-v1e200_th-3.33_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/wjs07-v1e200_th-3.33_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -203,43 +203,43 @@ }, "mean_img_ar_error": 0.013855570746599691 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wjs07": { "img_count": 57, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -253,29 +253,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "14", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 14, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2797188127", - "ss_session_id": "2971015185", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2797188127, + "ss_session_id": 2971015185, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_wjs07": { "3d (artwork)": 1, @@ -651,14 +651,14 @@ "young": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707843503.3602862", - "ss_training_started_at": "1707831390.7505734", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707843503.3602862, + "ss_training_started_at": 1707831390.7505734, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "09505e23", "sshs_model_hash": "1a61de00a12d8974dff0fc67d678e93cc712ae00ec2797bb0c11f6c87eb6cd67" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wjs07-v1e200_th-3.36_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/wjs07-v1e200_th-3.36_fro_ckpt1.00_size24.0.json index 54618c9178055b84cce7311ff005b4823d6d6f47..2dade928ba45e532642e1429598261fb3489b1ab 100644 --- a/ponyxl_loras_shrunk/wjs07-v1e200_th-3.36_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/wjs07-v1e200_th-3.36_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -203,43 +203,43 @@ }, "mean_img_ar_error": 0.013855570746599691 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wjs07": { "img_count": 57, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -253,29 +253,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "14", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 14, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2797188127", - "ss_session_id": "2971015185", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2797188127, + "ss_session_id": 2971015185, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_wjs07": { "3d (artwork)": 1, @@ -651,14 +651,14 @@ "young": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707843503.3602862", - "ss_training_started_at": "1707831390.7505734", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707843503.3602862, + "ss_training_started_at": 1707831390.7505734, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "09505e23", "sshs_model_hash": "1a61de00a12d8974dff0fc67d678e93cc712ae00ec2797bb0c11f6c87eb6cd67" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wjs07-v1e200_th-3.46_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/wjs07-v1e200_th-3.46_fro_ckpt1.00_size32.0.json index 54618c9178055b84cce7311ff005b4823d6d6f47..2dade928ba45e532642e1429598261fb3489b1ab 100644 --- a/ponyxl_loras_shrunk/wjs07-v1e200_th-3.46_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/wjs07-v1e200_th-3.46_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -203,43 +203,43 @@ }, "mean_img_ar_error": 0.013855570746599691 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wjs07": { "img_count": 57, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -253,29 +253,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "14", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "57", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 14, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 57, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7", - "ss_seed": "2797188127", - "ss_session_id": "2971015185", - "ss_shuffle_caption": "False", - "ss_steps": "400", + "ss_seed": 2797188127, + "ss_session_id": 2971015185, + "ss_shuffle_caption": false, + "ss_steps": 400, "ss_tag_frequency": { "1_wjs07": { "3d (artwork)": 1, @@ -651,14 +651,14 @@ "young": 3 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1707843503.3602862", - "ss_training_started_at": "1707831390.7505734", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1707843503.3602862, + "ss_training_started_at": 1707831390.7505734, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "09505e23", "sshs_model_hash": "1a61de00a12d8974dff0fc67d678e93cc712ae00ec2797bb0c11f6c87eb6cd67" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-0.96_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-0.96_spn_lora0.50_spn_ckpt0.50_size4.0.json index 4e32c5e149841ed30b708c924409e48aeebd25ee..a3748d8554921118171908ec4d2e16b9b42ba1f9 100644 --- a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-0.96_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-0.96_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.01103713062752441 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wolfy-nail": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "4088274269", - "ss_session_id": "3543942828", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4088274269, + "ss_session_id": 3543942828, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_wolfy-nail": { "169 position": 1, @@ -1224,14 +1224,14 @@ "zora \\(partran\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708621604.9602249", - "ss_training_started_at": "1708607612.410587", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708621604.9602249, + "ss_training_started_at": 1708607612.410587, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "8e2fa336", "sshs_model_hash": "6b947a53160d60e98b35012564373645f354214cc62281a4f29bbb91635a4a2e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json index 4e32c5e149841ed30b708c924409e48aeebd25ee..a3748d8554921118171908ec4d2e16b9b42ba1f9 100644 --- a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-1.13_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.01103713062752441 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wolfy-nail": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "4088274269", - "ss_session_id": "3543942828", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4088274269, + "ss_session_id": 3543942828, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_wolfy-nail": { "169 position": 1, @@ -1224,14 +1224,14 @@ "zora \\(partran\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708621604.9602249", - "ss_training_started_at": "1708607612.410587", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708621604.9602249, + "ss_training_started_at": 1708607612.410587, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "8e2fa336", "sshs_model_hash": "6b947a53160d60e98b35012564373645f354214cc62281a4f29bbb91635a4a2e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-1.22_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-1.22_spn_lora0.50_spn_ckpt0.50_size12.0.json index 4e32c5e149841ed30b708c924409e48aeebd25ee..a3748d8554921118171908ec4d2e16b9b42ba1f9 100644 --- a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-1.22_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-1.22_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.01103713062752441 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wolfy-nail": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "4088274269", - "ss_session_id": "3543942828", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4088274269, + "ss_session_id": 3543942828, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_wolfy-nail": { "169 position": 1, @@ -1224,14 +1224,14 @@ "zora \\(partran\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708621604.9602249", - "ss_training_started_at": "1708607612.410587", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708621604.9602249, + "ss_training_started_at": 1708607612.410587, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "8e2fa336", "sshs_model_hash": "6b947a53160d60e98b35012564373645f354214cc62281a4f29bbb91635a4a2e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-1.40_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-1.40_spn_lora0.50_spn_ckpt0.50_size24.0.json index 4e32c5e149841ed30b708c924409e48aeebd25ee..a3748d8554921118171908ec4d2e16b9b42ba1f9 100644 --- a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-1.40_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-1.40_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.01103713062752441 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wolfy-nail": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "4088274269", - "ss_session_id": "3543942828", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4088274269, + "ss_session_id": 3543942828, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_wolfy-nail": { "169 position": 1, @@ -1224,14 +1224,14 @@ "zora \\(partran\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708621604.9602249", - "ss_training_started_at": "1708607612.410587", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708621604.9602249, + "ss_training_started_at": 1708607612.410587, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "8e2fa336", "sshs_model_hash": "6b947a53160d60e98b35012564373645f354214cc62281a4f29bbb91635a4a2e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-1.52_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-1.52_spn_lora0.50_spn_ckpt0.50_size32.0.json index 4e32c5e149841ed30b708c924409e48aeebd25ee..a3748d8554921118171908ec4d2e16b9b42ba1f9 100644 --- a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-1.52_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-1.52_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.01103713062752441 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wolfy-nail": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "4088274269", - "ss_session_id": "3543942828", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4088274269, + "ss_session_id": 3543942828, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_wolfy-nail": { "169 position": 1, @@ -1224,14 +1224,14 @@ "zora \\(partran\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708621604.9602249", - "ss_training_started_at": "1708607612.410587", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708621604.9602249, + "ss_training_started_at": 1708607612.410587, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "8e2fa336", "sshs_model_hash": "6b947a53160d60e98b35012564373645f354214cc62281a4f29bbb91635a4a2e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-1.78_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-1.78_spn_ckpt1.00_size4.0.json index 4e32c5e149841ed30b708c924409e48aeebd25ee..a3748d8554921118171908ec4d2e16b9b42ba1f9 100644 --- a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-1.78_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-1.78_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.01103713062752441 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wolfy-nail": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "4088274269", - "ss_session_id": "3543942828", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4088274269, + "ss_session_id": 3543942828, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_wolfy-nail": { "169 position": 1, @@ -1224,14 +1224,14 @@ "zora \\(partran\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708621604.9602249", - "ss_training_started_at": "1708607612.410587", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708621604.9602249, + "ss_training_started_at": 1708607612.410587, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "8e2fa336", "sshs_model_hash": "6b947a53160d60e98b35012564373645f354214cc62281a4f29bbb91635a4a2e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-1.99_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-1.99_spn_ckpt1.00_size8.0.json index 4e32c5e149841ed30b708c924409e48aeebd25ee..a3748d8554921118171908ec4d2e16b9b42ba1f9 100644 --- a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-1.99_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-1.99_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.01103713062752441 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wolfy-nail": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "4088274269", - "ss_session_id": "3543942828", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4088274269, + "ss_session_id": 3543942828, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_wolfy-nail": { "169 position": 1, @@ -1224,14 +1224,14 @@ "zora \\(partran\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708621604.9602249", - "ss_training_started_at": "1708607612.410587", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708621604.9602249, + "ss_training_started_at": 1708607612.410587, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "8e2fa336", "sshs_model_hash": "6b947a53160d60e98b35012564373645f354214cc62281a4f29bbb91635a4a2e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.10_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.10_spn_ckpt1.00_size12.0.json index 4e32c5e149841ed30b708c924409e48aeebd25ee..a3748d8554921118171908ec4d2e16b9b42ba1f9 100644 --- a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.10_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.10_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.01103713062752441 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wolfy-nail": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "4088274269", - "ss_session_id": "3543942828", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4088274269, + "ss_session_id": 3543942828, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_wolfy-nail": { "169 position": 1, @@ -1224,14 +1224,14 @@ "zora \\(partran\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708621604.9602249", - "ss_training_started_at": "1708607612.410587", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708621604.9602249, + "ss_training_started_at": 1708607612.410587, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "8e2fa336", "sshs_model_hash": "6b947a53160d60e98b35012564373645f354214cc62281a4f29bbb91635a4a2e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.14_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.14_spn_ckpt1.00_size14.0.json index 4e32c5e149841ed30b708c924409e48aeebd25ee..a3748d8554921118171908ec4d2e16b9b42ba1f9 100644 --- a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.14_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.14_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.01103713062752441 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wolfy-nail": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "4088274269", - "ss_session_id": "3543942828", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4088274269, + "ss_session_id": 3543942828, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_wolfy-nail": { "169 position": 1, @@ -1224,14 +1224,14 @@ "zora \\(partran\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708621604.9602249", - "ss_training_started_at": "1708607612.410587", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708621604.9602249, + "ss_training_started_at": 1708607612.410587, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "8e2fa336", "sshs_model_hash": "6b947a53160d60e98b35012564373645f354214cc62281a4f29bbb91635a4a2e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.19_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.19_spn_ckpt1.00_size16.0.json index 4e32c5e149841ed30b708c924409e48aeebd25ee..a3748d8554921118171908ec4d2e16b9b42ba1f9 100644 --- a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.19_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.19_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.01103713062752441 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wolfy-nail": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "4088274269", - "ss_session_id": "3543942828", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4088274269, + "ss_session_id": 3543942828, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_wolfy-nail": { "169 position": 1, @@ -1224,14 +1224,14 @@ "zora \\(partran\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708621604.9602249", - "ss_training_started_at": "1708607612.410587", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708621604.9602249, + "ss_training_started_at": 1708607612.410587, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "8e2fa336", "sshs_model_hash": "6b947a53160d60e98b35012564373645f354214cc62281a4f29bbb91635a4a2e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.22_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.22_spn_ckpt1.00_size18.0.json index 4e32c5e149841ed30b708c924409e48aeebd25ee..a3748d8554921118171908ec4d2e16b9b42ba1f9 100644 --- a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.22_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.22_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.01103713062752441 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wolfy-nail": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "4088274269", - "ss_session_id": "3543942828", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4088274269, + "ss_session_id": 3543942828, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_wolfy-nail": { "169 position": 1, @@ -1224,14 +1224,14 @@ "zora \\(partran\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708621604.9602249", - "ss_training_started_at": "1708607612.410587", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708621604.9602249, + "ss_training_started_at": 1708607612.410587, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "8e2fa336", "sshs_model_hash": "6b947a53160d60e98b35012564373645f354214cc62281a4f29bbb91635a4a2e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.26_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.26_spn_ckpt1.00_size20.0.json index 4e32c5e149841ed30b708c924409e48aeebd25ee..a3748d8554921118171908ec4d2e16b9b42ba1f9 100644 --- a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.26_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.26_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.01103713062752441 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wolfy-nail": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "4088274269", - "ss_session_id": "3543942828", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4088274269, + "ss_session_id": 3543942828, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_wolfy-nail": { "169 position": 1, @@ -1224,14 +1224,14 @@ "zora \\(partran\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708621604.9602249", - "ss_training_started_at": "1708607612.410587", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708621604.9602249, + "ss_training_started_at": 1708607612.410587, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "8e2fa336", "sshs_model_hash": "6b947a53160d60e98b35012564373645f354214cc62281a4f29bbb91635a4a2e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.30_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.30_spn_ckpt1.00_size22.0.json index 4e32c5e149841ed30b708c924409e48aeebd25ee..a3748d8554921118171908ec4d2e16b9b42ba1f9 100644 --- a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.30_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.30_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.01103713062752441 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wolfy-nail": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "4088274269", - "ss_session_id": "3543942828", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4088274269, + "ss_session_id": 3543942828, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_wolfy-nail": { "169 position": 1, @@ -1224,14 +1224,14 @@ "zora \\(partran\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708621604.9602249", - "ss_training_started_at": "1708607612.410587", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708621604.9602249, + "ss_training_started_at": 1708607612.410587, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "8e2fa336", "sshs_model_hash": "6b947a53160d60e98b35012564373645f354214cc62281a4f29bbb91635a4a2e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.33_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.33_spn_ckpt1.00_size24.0.json index 4e32c5e149841ed30b708c924409e48aeebd25ee..a3748d8554921118171908ec4d2e16b9b42ba1f9 100644 --- a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.33_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.33_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.01103713062752441 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wolfy-nail": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "4088274269", - "ss_session_id": "3543942828", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4088274269, + "ss_session_id": 3543942828, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_wolfy-nail": { "169 position": 1, @@ -1224,14 +1224,14 @@ "zora \\(partran\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708621604.9602249", - "ss_training_started_at": "1708607612.410587", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708621604.9602249, + "ss_training_started_at": 1708607612.410587, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "8e2fa336", "sshs_model_hash": "6b947a53160d60e98b35012564373645f354214cc62281a4f29bbb91635a4a2e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.49_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.49_spn_ckpt1.00_size32.0.json index 4e32c5e149841ed30b708c924409e48aeebd25ee..a3748d8554921118171908ec4d2e16b9b42ba1f9 100644 --- a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.49_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.49_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.01103713062752441 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wolfy-nail": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "4088274269", - "ss_session_id": "3543942828", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4088274269, + "ss_session_id": 3543942828, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_wolfy-nail": { "169 position": 1, @@ -1224,14 +1224,14 @@ "zora \\(partran\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708621604.9602249", - "ss_training_started_at": "1708607612.410587", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708621604.9602249, + "ss_training_started_at": 1708607612.410587, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "8e2fa336", "sshs_model_hash": "6b947a53160d60e98b35012564373645f354214cc62281a4f29bbb91635a4a2e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.74_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.74_fro_ckpt1.00_size4.0.json index 4e32c5e149841ed30b708c924409e48aeebd25ee..a3748d8554921118171908ec4d2e16b9b42ba1f9 100644 --- a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.74_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.74_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.01103713062752441 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wolfy-nail": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "4088274269", - "ss_session_id": "3543942828", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4088274269, + "ss_session_id": 3543942828, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_wolfy-nail": { "169 position": 1, @@ -1224,14 +1224,14 @@ "zora \\(partran\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708621604.9602249", - "ss_training_started_at": "1708607612.410587", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708621604.9602249, + "ss_training_started_at": 1708607612.410587, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "8e2fa336", "sshs_model_hash": "6b947a53160d60e98b35012564373645f354214cc62281a4f29bbb91635a4a2e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.95_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.95_fro_ckpt1.00_size8.0.json index 4e32c5e149841ed30b708c924409e48aeebd25ee..a3748d8554921118171908ec4d2e16b9b42ba1f9 100644 --- a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.95_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-2.95_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.01103713062752441 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wolfy-nail": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "4088274269", - "ss_session_id": "3543942828", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4088274269, + "ss_session_id": 3543942828, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_wolfy-nail": { "169 position": 1, @@ -1224,14 +1224,14 @@ "zora \\(partran\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708621604.9602249", - "ss_training_started_at": "1708607612.410587", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708621604.9602249, + "ss_training_started_at": 1708607612.410587, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "8e2fa336", "sshs_model_hash": "6b947a53160d60e98b35012564373645f354214cc62281a4f29bbb91635a4a2e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.06_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.06_fro_ckpt1.00_size12.0.json index 4e32c5e149841ed30b708c924409e48aeebd25ee..a3748d8554921118171908ec4d2e16b9b42ba1f9 100644 --- a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.06_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.06_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.01103713062752441 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wolfy-nail": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "4088274269", - "ss_session_id": "3543942828", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4088274269, + "ss_session_id": 3543942828, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_wolfy-nail": { "169 position": 1, @@ -1224,14 +1224,14 @@ "zora \\(partran\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708621604.9602249", - "ss_training_started_at": "1708607612.410587", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708621604.9602249, + "ss_training_started_at": 1708607612.410587, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "8e2fa336", "sshs_model_hash": "6b947a53160d60e98b35012564373645f354214cc62281a4f29bbb91635a4a2e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.10_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.10_fro_ckpt1.00_size14.0.json index 4e32c5e149841ed30b708c924409e48aeebd25ee..a3748d8554921118171908ec4d2e16b9b42ba1f9 100644 --- a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.10_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.10_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.01103713062752441 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wolfy-nail": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "4088274269", - "ss_session_id": "3543942828", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4088274269, + "ss_session_id": 3543942828, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_wolfy-nail": { "169 position": 1, @@ -1224,14 +1224,14 @@ "zora \\(partran\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708621604.9602249", - "ss_training_started_at": "1708607612.410587", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708621604.9602249, + "ss_training_started_at": 1708607612.410587, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "8e2fa336", "sshs_model_hash": "6b947a53160d60e98b35012564373645f354214cc62281a4f29bbb91635a4a2e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.13_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.13_fro_ckpt1.00_size16.0.json index 4e32c5e149841ed30b708c924409e48aeebd25ee..a3748d8554921118171908ec4d2e16b9b42ba1f9 100644 --- a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.13_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.13_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.01103713062752441 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wolfy-nail": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "4088274269", - "ss_session_id": "3543942828", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4088274269, + "ss_session_id": 3543942828, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_wolfy-nail": { "169 position": 1, @@ -1224,14 +1224,14 @@ "zora \\(partran\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708621604.9602249", - "ss_training_started_at": "1708607612.410587", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708621604.9602249, + "ss_training_started_at": 1708607612.410587, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "8e2fa336", "sshs_model_hash": "6b947a53160d60e98b35012564373645f354214cc62281a4f29bbb91635a4a2e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.17_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.17_fro_ckpt1.00_size18.0.json index 4e32c5e149841ed30b708c924409e48aeebd25ee..a3748d8554921118171908ec4d2e16b9b42ba1f9 100644 --- a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.17_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.17_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.01103713062752441 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wolfy-nail": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "4088274269", - "ss_session_id": "3543942828", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4088274269, + "ss_session_id": 3543942828, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_wolfy-nail": { "169 position": 1, @@ -1224,14 +1224,14 @@ "zora \\(partran\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708621604.9602249", - "ss_training_started_at": "1708607612.410587", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708621604.9602249, + "ss_training_started_at": 1708607612.410587, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "8e2fa336", "sshs_model_hash": "6b947a53160d60e98b35012564373645f354214cc62281a4f29bbb91635a4a2e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.20_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.20_fro_ckpt1.00_size20.0.json index 4e32c5e149841ed30b708c924409e48aeebd25ee..a3748d8554921118171908ec4d2e16b9b42ba1f9 100644 --- a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.20_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.20_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.01103713062752441 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wolfy-nail": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "4088274269", - "ss_session_id": "3543942828", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4088274269, + "ss_session_id": 3543942828, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_wolfy-nail": { "169 position": 1, @@ -1224,14 +1224,14 @@ "zora \\(partran\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708621604.9602249", - "ss_training_started_at": "1708607612.410587", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708621604.9602249, + "ss_training_started_at": 1708607612.410587, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "8e2fa336", "sshs_model_hash": "6b947a53160d60e98b35012564373645f354214cc62281a4f29bbb91635a4a2e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.23_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.23_fro_ckpt1.00_size22.0.json index 4e32c5e149841ed30b708c924409e48aeebd25ee..a3748d8554921118171908ec4d2e16b9b42ba1f9 100644 --- a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.23_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.23_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.01103713062752441 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wolfy-nail": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "4088274269", - "ss_session_id": "3543942828", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4088274269, + "ss_session_id": 3543942828, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_wolfy-nail": { "169 position": 1, @@ -1224,14 +1224,14 @@ "zora \\(partran\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708621604.9602249", - "ss_training_started_at": "1708607612.410587", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708621604.9602249, + "ss_training_started_at": 1708607612.410587, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "8e2fa336", "sshs_model_hash": "6b947a53160d60e98b35012564373645f354214cc62281a4f29bbb91635a4a2e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.26_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.26_fro_ckpt1.00_size24.0.json index 4e32c5e149841ed30b708c924409e48aeebd25ee..a3748d8554921118171908ec4d2e16b9b42ba1f9 100644 --- a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.26_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.26_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.01103713062752441 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wolfy-nail": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "4088274269", - "ss_session_id": "3543942828", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4088274269, + "ss_session_id": 3543942828, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_wolfy-nail": { "169 position": 1, @@ -1224,14 +1224,14 @@ "zora \\(partran\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708621604.9602249", - "ss_training_started_at": "1708607612.410587", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708621604.9602249, + "ss_training_started_at": 1708607612.410587, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "8e2fa336", "sshs_model_hash": "6b947a53160d60e98b35012564373645f354214cc62281a4f29bbb91635a4a2e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.39_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.39_fro_ckpt1.00_size32.0.json index 4e32c5e149841ed30b708c924409e48aeebd25ee..a3748d8554921118171908ec4d2e16b9b42ba1f9 100644 --- a/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.39_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/wolfy-nail-v1e400_th-3.39_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -98,43 +98,43 @@ }, "mean_img_ar_error": 0.01103713062752441 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_wolfy-nail": { "img_count": 40, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -148,29 +148,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "7", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "40", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 7, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 40, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", - "ss_seed": "4088274269", - "ss_session_id": "3543942828", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 4088274269, + "ss_session_id": 3543942828, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_wolfy-nail": { "169 position": 1, @@ -1224,14 +1224,14 @@ "zora \\(partran\\)": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1708621604.9602249", - "ss_training_started_at": "1708607612.410587", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1708621604.9602249, + "ss_training_started_at": 1708607612.410587, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "8e2fa336", "sshs_model_hash": "6b947a53160d60e98b35012564373645f354214cc62281a4f29bbb91635a4a2e" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/woolrool-v1e4_th-0.92_spn_lora0.50_spn_ckpt0.50_size4.0.json b/ponyxl_loras_shrunk/woolrool-v1e4_th-0.92_spn_lora0.50_spn_ckpt0.50_size4.0.json index e10ab01fd71f2bb06a529beaa652aa2a5b87860c..4439f52ec5d921b57463c47c03d1dad16fe3cb56 100644 --- a/ponyxl_loras_shrunk/woolrool-v1e4_th-0.92_spn_lora0.50_spn_ckpt0.50_size4.0.json +++ b/ponyxl_loras_shrunk/woolrool-v1e4_th-0.92_spn_lora0.50_spn_ckpt0.50_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.015927851722952968 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "69_woolrool": { "img_count": 50, "n_repeats": 69 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "292", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 292, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "872", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "3450", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 872, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 3450, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "345698062", - "ss_session_id": "3266759817", - "ss_shuffle_caption": "False", - "ss_steps": "292", + "ss_seed": 345698062, + "ss_session_id": 3266759817, + "ss_shuffle_caption": false, + "ss_steps": 292, "ss_tag_frequency": { "69_woolrool": { "!": 1, @@ -739,14 +739,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "48", - "ss_training_comment": "None", - "ss_training_finished_at": "1705722230.4683154", - "ss_training_started_at": "1705693344.006862", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 48, + "ss_training_comment": null, + "ss_training_finished_at": 1705722230.4683154, + "ss_training_started_at": 1705693344.006862, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d928d149", "sshs_model_hash": "8e0f974c0ceddb4091c8fe75c6e7be144ac1df9cc94fe5a172150d65650351e9" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/woolrool-v1e4_th-1.14_spn_lora0.50_spn_ckpt0.50_size8.0.json b/ponyxl_loras_shrunk/woolrool-v1e4_th-1.14_spn_lora0.50_spn_ckpt0.50_size8.0.json index e10ab01fd71f2bb06a529beaa652aa2a5b87860c..4439f52ec5d921b57463c47c03d1dad16fe3cb56 100644 --- a/ponyxl_loras_shrunk/woolrool-v1e4_th-1.14_spn_lora0.50_spn_ckpt0.50_size8.0.json +++ b/ponyxl_loras_shrunk/woolrool-v1e4_th-1.14_spn_lora0.50_spn_ckpt0.50_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.015927851722952968 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "69_woolrool": { "img_count": 50, "n_repeats": 69 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "292", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 292, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "872", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "3450", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 872, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 3450, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "345698062", - "ss_session_id": "3266759817", - "ss_shuffle_caption": "False", - "ss_steps": "292", + "ss_seed": 345698062, + "ss_session_id": 3266759817, + "ss_shuffle_caption": false, + "ss_steps": 292, "ss_tag_frequency": { "69_woolrool": { "!": 1, @@ -739,14 +739,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "48", - "ss_training_comment": "None", - "ss_training_finished_at": "1705722230.4683154", - "ss_training_started_at": "1705693344.006862", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 48, + "ss_training_comment": null, + "ss_training_finished_at": 1705722230.4683154, + "ss_training_started_at": 1705693344.006862, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d928d149", "sshs_model_hash": "8e0f974c0ceddb4091c8fe75c6e7be144ac1df9cc94fe5a172150d65650351e9" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/woolrool-v1e4_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json b/ponyxl_loras_shrunk/woolrool-v1e4_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json index e10ab01fd71f2bb06a529beaa652aa2a5b87860c..4439f52ec5d921b57463c47c03d1dad16fe3cb56 100644 --- a/ponyxl_loras_shrunk/woolrool-v1e4_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json +++ b/ponyxl_loras_shrunk/woolrool-v1e4_th-1.26_spn_lora0.50_spn_ckpt0.50_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.015927851722952968 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "69_woolrool": { "img_count": 50, "n_repeats": 69 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "292", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 292, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "872", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "3450", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 872, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 3450, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "345698062", - "ss_session_id": "3266759817", - "ss_shuffle_caption": "False", - "ss_steps": "292", + "ss_seed": 345698062, + "ss_session_id": 3266759817, + "ss_shuffle_caption": false, + "ss_steps": 292, "ss_tag_frequency": { "69_woolrool": { "!": 1, @@ -739,14 +739,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "48", - "ss_training_comment": "None", - "ss_training_finished_at": "1705722230.4683154", - "ss_training_started_at": "1705693344.006862", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 48, + "ss_training_comment": null, + "ss_training_finished_at": 1705722230.4683154, + "ss_training_started_at": 1705693344.006862, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d928d149", "sshs_model_hash": "8e0f974c0ceddb4091c8fe75c6e7be144ac1df9cc94fe5a172150d65650351e9" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/woolrool-v1e4_th-1.46_spn_lora0.50_spn_ckpt0.50_size24.0.json b/ponyxl_loras_shrunk/woolrool-v1e4_th-1.46_spn_lora0.50_spn_ckpt0.50_size24.0.json index e10ab01fd71f2bb06a529beaa652aa2a5b87860c..4439f52ec5d921b57463c47c03d1dad16fe3cb56 100644 --- a/ponyxl_loras_shrunk/woolrool-v1e4_th-1.46_spn_lora0.50_spn_ckpt0.50_size24.0.json +++ b/ponyxl_loras_shrunk/woolrool-v1e4_th-1.46_spn_lora0.50_spn_ckpt0.50_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.015927851722952968 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "69_woolrool": { "img_count": 50, "n_repeats": 69 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "292", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 292, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "872", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "3450", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 872, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 3450, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "345698062", - "ss_session_id": "3266759817", - "ss_shuffle_caption": "False", - "ss_steps": "292", + "ss_seed": 345698062, + "ss_session_id": 3266759817, + "ss_shuffle_caption": false, + "ss_steps": 292, "ss_tag_frequency": { "69_woolrool": { "!": 1, @@ -739,14 +739,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "48", - "ss_training_comment": "None", - "ss_training_finished_at": "1705722230.4683154", - "ss_training_started_at": "1705693344.006862", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 48, + "ss_training_comment": null, + "ss_training_finished_at": 1705722230.4683154, + "ss_training_started_at": 1705693344.006862, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d928d149", "sshs_model_hash": "8e0f974c0ceddb4091c8fe75c6e7be144ac1df9cc94fe5a172150d65650351e9" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/woolrool-v1e4_th-1.57_spn_lora0.50_spn_ckpt0.50_size32.0.json b/ponyxl_loras_shrunk/woolrool-v1e4_th-1.57_spn_lora0.50_spn_ckpt0.50_size32.0.json index e10ab01fd71f2bb06a529beaa652aa2a5b87860c..4439f52ec5d921b57463c47c03d1dad16fe3cb56 100644 --- a/ponyxl_loras_shrunk/woolrool-v1e4_th-1.57_spn_lora0.50_spn_ckpt0.50_size32.0.json +++ b/ponyxl_loras_shrunk/woolrool-v1e4_th-1.57_spn_lora0.50_spn_ckpt0.50_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.015927851722952968 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "69_woolrool": { "img_count": 50, "n_repeats": 69 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "292", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 292, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "872", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "3450", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 872, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 3450, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "345698062", - "ss_session_id": "3266759817", - "ss_shuffle_caption": "False", - "ss_steps": "292", + "ss_seed": 345698062, + "ss_session_id": 3266759817, + "ss_shuffle_caption": false, + "ss_steps": 292, "ss_tag_frequency": { "69_woolrool": { "!": 1, @@ -739,14 +739,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "48", - "ss_training_comment": "None", - "ss_training_finished_at": "1705722230.4683154", - "ss_training_started_at": "1705693344.006862", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 48, + "ss_training_comment": null, + "ss_training_finished_at": 1705722230.4683154, + "ss_training_started_at": 1705693344.006862, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d928d149", "sshs_model_hash": "8e0f974c0ceddb4091c8fe75c6e7be144ac1df9cc94fe5a172150d65650351e9" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/woolrool-v1e4_th-1.77_spn_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/woolrool-v1e4_th-1.77_spn_ckpt1.00_size4.0.json index e10ab01fd71f2bb06a529beaa652aa2a5b87860c..4439f52ec5d921b57463c47c03d1dad16fe3cb56 100644 --- a/ponyxl_loras_shrunk/woolrool-v1e4_th-1.77_spn_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/woolrool-v1e4_th-1.77_spn_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.015927851722952968 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "69_woolrool": { "img_count": 50, "n_repeats": 69 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "292", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 292, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "872", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "3450", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 872, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 3450, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "345698062", - "ss_session_id": "3266759817", - "ss_shuffle_caption": "False", - "ss_steps": "292", + "ss_seed": 345698062, + "ss_session_id": 3266759817, + "ss_shuffle_caption": false, + "ss_steps": 292, "ss_tag_frequency": { "69_woolrool": { "!": 1, @@ -739,14 +739,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "48", - "ss_training_comment": "None", - "ss_training_finished_at": "1705722230.4683154", - "ss_training_started_at": "1705693344.006862", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 48, + "ss_training_comment": null, + "ss_training_finished_at": 1705722230.4683154, + "ss_training_started_at": 1705693344.006862, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d928d149", "sshs_model_hash": "8e0f974c0ceddb4091c8fe75c6e7be144ac1df9cc94fe5a172150d65650351e9" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/woolrool-v1e4_th-2.04_spn_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/woolrool-v1e4_th-2.04_spn_ckpt1.00_size8.0.json index e10ab01fd71f2bb06a529beaa652aa2a5b87860c..4439f52ec5d921b57463c47c03d1dad16fe3cb56 100644 --- a/ponyxl_loras_shrunk/woolrool-v1e4_th-2.04_spn_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/woolrool-v1e4_th-2.04_spn_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.015927851722952968 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "69_woolrool": { "img_count": 50, "n_repeats": 69 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "292", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 292, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "872", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "3450", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 872, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 3450, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "345698062", - "ss_session_id": "3266759817", - "ss_shuffle_caption": "False", - "ss_steps": "292", + "ss_seed": 345698062, + "ss_session_id": 3266759817, + "ss_shuffle_caption": false, + "ss_steps": 292, "ss_tag_frequency": { "69_woolrool": { "!": 1, @@ -739,14 +739,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "48", - "ss_training_comment": "None", - "ss_training_finished_at": "1705722230.4683154", - "ss_training_started_at": "1705693344.006862", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 48, + "ss_training_comment": null, + "ss_training_finished_at": 1705722230.4683154, + "ss_training_started_at": 1705693344.006862, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d928d149", "sshs_model_hash": "8e0f974c0ceddb4091c8fe75c6e7be144ac1df9cc94fe5a172150d65650351e9" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/woolrool-v1e4_th-2.16_spn_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/woolrool-v1e4_th-2.16_spn_ckpt1.00_size12.0.json index e10ab01fd71f2bb06a529beaa652aa2a5b87860c..4439f52ec5d921b57463c47c03d1dad16fe3cb56 100644 --- a/ponyxl_loras_shrunk/woolrool-v1e4_th-2.16_spn_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/woolrool-v1e4_th-2.16_spn_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.015927851722952968 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "69_woolrool": { "img_count": 50, "n_repeats": 69 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "292", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 292, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "872", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "3450", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 872, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 3450, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "345698062", - "ss_session_id": "3266759817", - "ss_shuffle_caption": "False", - "ss_steps": "292", + "ss_seed": 345698062, + "ss_session_id": 3266759817, + "ss_shuffle_caption": false, + "ss_steps": 292, "ss_tag_frequency": { "69_woolrool": { "!": 1, @@ -739,14 +739,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "48", - "ss_training_comment": "None", - "ss_training_finished_at": "1705722230.4683154", - "ss_training_started_at": "1705693344.006862", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 48, + "ss_training_comment": null, + "ss_training_finished_at": 1705722230.4683154, + "ss_training_started_at": 1705693344.006862, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d928d149", "sshs_model_hash": "8e0f974c0ceddb4091c8fe75c6e7be144ac1df9cc94fe5a172150d65650351e9" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/woolrool-v1e4_th-2.21_spn_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/woolrool-v1e4_th-2.21_spn_ckpt1.00_size14.0.json index e10ab01fd71f2bb06a529beaa652aa2a5b87860c..4439f52ec5d921b57463c47c03d1dad16fe3cb56 100644 --- a/ponyxl_loras_shrunk/woolrool-v1e4_th-2.21_spn_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/woolrool-v1e4_th-2.21_spn_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.015927851722952968 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "69_woolrool": { "img_count": 50, "n_repeats": 69 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "292", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 292, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "872", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "3450", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 872, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 3450, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "345698062", - "ss_session_id": "3266759817", - "ss_shuffle_caption": "False", - "ss_steps": "292", + "ss_seed": 345698062, + "ss_session_id": 3266759817, + "ss_shuffle_caption": false, + "ss_steps": 292, "ss_tag_frequency": { "69_woolrool": { "!": 1, @@ -739,14 +739,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "48", - "ss_training_comment": "None", - "ss_training_finished_at": "1705722230.4683154", - "ss_training_started_at": "1705693344.006862", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 48, + "ss_training_comment": null, + "ss_training_finished_at": 1705722230.4683154, + "ss_training_started_at": 1705693344.006862, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d928d149", "sshs_model_hash": "8e0f974c0ceddb4091c8fe75c6e7be144ac1df9cc94fe5a172150d65650351e9" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/woolrool-v1e4_th-2.24_spn_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/woolrool-v1e4_th-2.24_spn_ckpt1.00_size16.0.json index e10ab01fd71f2bb06a529beaa652aa2a5b87860c..4439f52ec5d921b57463c47c03d1dad16fe3cb56 100644 --- a/ponyxl_loras_shrunk/woolrool-v1e4_th-2.24_spn_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/woolrool-v1e4_th-2.24_spn_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.015927851722952968 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "69_woolrool": { "img_count": 50, "n_repeats": 69 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "292", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 292, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "872", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "3450", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 872, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 3450, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "345698062", - "ss_session_id": "3266759817", - "ss_shuffle_caption": "False", - "ss_steps": "292", + "ss_seed": 345698062, + "ss_session_id": 3266759817, + "ss_shuffle_caption": false, + "ss_steps": 292, "ss_tag_frequency": { "69_woolrool": { "!": 1, @@ -739,14 +739,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "48", - "ss_training_comment": "None", - "ss_training_finished_at": "1705722230.4683154", - "ss_training_started_at": "1705693344.006862", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 48, + "ss_training_comment": null, + "ss_training_finished_at": 1705722230.4683154, + "ss_training_started_at": 1705693344.006862, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d928d149", "sshs_model_hash": "8e0f974c0ceddb4091c8fe75c6e7be144ac1df9cc94fe5a172150d65650351e9" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/woolrool-v1e4_th-2.29_spn_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/woolrool-v1e4_th-2.29_spn_ckpt1.00_size18.0.json index e10ab01fd71f2bb06a529beaa652aa2a5b87860c..4439f52ec5d921b57463c47c03d1dad16fe3cb56 100644 --- a/ponyxl_loras_shrunk/woolrool-v1e4_th-2.29_spn_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/woolrool-v1e4_th-2.29_spn_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.015927851722952968 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "69_woolrool": { "img_count": 50, "n_repeats": 69 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "292", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 292, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "872", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "3450", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 872, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 3450, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "345698062", - "ss_session_id": "3266759817", - "ss_shuffle_caption": "False", - "ss_steps": "292", + "ss_seed": 345698062, + "ss_session_id": 3266759817, + "ss_shuffle_caption": false, + "ss_steps": 292, "ss_tag_frequency": { "69_woolrool": { "!": 1, @@ -739,14 +739,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "48", - "ss_training_comment": "None", - "ss_training_finished_at": "1705722230.4683154", - "ss_training_started_at": "1705693344.006862", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 48, + "ss_training_comment": null, + "ss_training_finished_at": 1705722230.4683154, + "ss_training_started_at": 1705693344.006862, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d928d149", "sshs_model_hash": "8e0f974c0ceddb4091c8fe75c6e7be144ac1df9cc94fe5a172150d65650351e9" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/woolrool-v1e4_th-2.32_spn_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/woolrool-v1e4_th-2.32_spn_ckpt1.00_size20.0.json index e10ab01fd71f2bb06a529beaa652aa2a5b87860c..4439f52ec5d921b57463c47c03d1dad16fe3cb56 100644 --- a/ponyxl_loras_shrunk/woolrool-v1e4_th-2.32_spn_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/woolrool-v1e4_th-2.32_spn_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.015927851722952968 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "69_woolrool": { "img_count": 50, "n_repeats": 69 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "292", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 292, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "872", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "3450", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 872, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 3450, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "345698062", - "ss_session_id": "3266759817", - "ss_shuffle_caption": "False", - "ss_steps": "292", + "ss_seed": 345698062, + "ss_session_id": 3266759817, + "ss_shuffle_caption": false, + "ss_steps": 292, "ss_tag_frequency": { "69_woolrool": { "!": 1, @@ -739,14 +739,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "48", - "ss_training_comment": "None", - "ss_training_finished_at": "1705722230.4683154", - "ss_training_started_at": "1705693344.006862", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 48, + "ss_training_comment": null, + "ss_training_finished_at": 1705722230.4683154, + "ss_training_started_at": 1705693344.006862, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d928d149", "sshs_model_hash": "8e0f974c0ceddb4091c8fe75c6e7be144ac1df9cc94fe5a172150d65650351e9" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/woolrool-v1e4_th-2.35_spn_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/woolrool-v1e4_th-2.35_spn_ckpt1.00_size22.0.json index e10ab01fd71f2bb06a529beaa652aa2a5b87860c..4439f52ec5d921b57463c47c03d1dad16fe3cb56 100644 --- a/ponyxl_loras_shrunk/woolrool-v1e4_th-2.35_spn_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/woolrool-v1e4_th-2.35_spn_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.015927851722952968 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "69_woolrool": { "img_count": 50, "n_repeats": 69 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "292", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 292, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "872", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "3450", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 872, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 3450, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "345698062", - "ss_session_id": "3266759817", - "ss_shuffle_caption": "False", - "ss_steps": "292", + "ss_seed": 345698062, + "ss_session_id": 3266759817, + "ss_shuffle_caption": false, + "ss_steps": 292, "ss_tag_frequency": { "69_woolrool": { "!": 1, @@ -739,14 +739,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "48", - "ss_training_comment": "None", - "ss_training_finished_at": "1705722230.4683154", - "ss_training_started_at": "1705693344.006862", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 48, + "ss_training_comment": null, + "ss_training_finished_at": 1705722230.4683154, + "ss_training_started_at": 1705693344.006862, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d928d149", "sshs_model_hash": "8e0f974c0ceddb4091c8fe75c6e7be144ac1df9cc94fe5a172150d65650351e9" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/woolrool-v1e4_th-2.39_spn_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/woolrool-v1e4_th-2.39_spn_ckpt1.00_size24.0.json index e10ab01fd71f2bb06a529beaa652aa2a5b87860c..4439f52ec5d921b57463c47c03d1dad16fe3cb56 100644 --- a/ponyxl_loras_shrunk/woolrool-v1e4_th-2.39_spn_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/woolrool-v1e4_th-2.39_spn_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.015927851722952968 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "69_woolrool": { "img_count": 50, "n_repeats": 69 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "292", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 292, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "872", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "3450", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 872, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 3450, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "345698062", - "ss_session_id": "3266759817", - "ss_shuffle_caption": "False", - "ss_steps": "292", + "ss_seed": 345698062, + "ss_session_id": 3266759817, + "ss_shuffle_caption": false, + "ss_steps": 292, "ss_tag_frequency": { "69_woolrool": { "!": 1, @@ -739,14 +739,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "48", - "ss_training_comment": "None", - "ss_training_finished_at": "1705722230.4683154", - "ss_training_started_at": "1705693344.006862", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 48, + "ss_training_comment": null, + "ss_training_finished_at": 1705722230.4683154, + "ss_training_started_at": 1705693344.006862, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d928d149", "sshs_model_hash": "8e0f974c0ceddb4091c8fe75c6e7be144ac1df9cc94fe5a172150d65650351e9" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/woolrool-v1e4_th-2.53_spn_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/woolrool-v1e4_th-2.53_spn_ckpt1.00_size32.0.json index e10ab01fd71f2bb06a529beaa652aa2a5b87860c..4439f52ec5d921b57463c47c03d1dad16fe3cb56 100644 --- a/ponyxl_loras_shrunk/woolrool-v1e4_th-2.53_spn_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/woolrool-v1e4_th-2.53_spn_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.015927851722952968 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "69_woolrool": { "img_count": 50, "n_repeats": 69 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "292", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 292, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "872", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "3450", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 872, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 3450, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "345698062", - "ss_session_id": "3266759817", - "ss_shuffle_caption": "False", - "ss_steps": "292", + "ss_seed": 345698062, + "ss_session_id": 3266759817, + "ss_shuffle_caption": false, + "ss_steps": 292, "ss_tag_frequency": { "69_woolrool": { "!": 1, @@ -739,14 +739,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "48", - "ss_training_comment": "None", - "ss_training_finished_at": "1705722230.4683154", - "ss_training_started_at": "1705693344.006862", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 48, + "ss_training_comment": null, + "ss_training_finished_at": 1705722230.4683154, + "ss_training_started_at": 1705693344.006862, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d928d149", "sshs_model_hash": "8e0f974c0ceddb4091c8fe75c6e7be144ac1df9cc94fe5a172150d65650351e9" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/woolrool-v1e4_th-2.69_fro_ckpt1.00_size4.0.json b/ponyxl_loras_shrunk/woolrool-v1e4_th-2.69_fro_ckpt1.00_size4.0.json index e10ab01fd71f2bb06a529beaa652aa2a5b87860c..4439f52ec5d921b57463c47c03d1dad16fe3cb56 100644 --- a/ponyxl_loras_shrunk/woolrool-v1e4_th-2.69_fro_ckpt1.00_size4.0.json +++ b/ponyxl_loras_shrunk/woolrool-v1e4_th-2.69_fro_ckpt1.00_size4.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.015927851722952968 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "69_woolrool": { "img_count": 50, "n_repeats": 69 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "292", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 292, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "872", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "3450", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 872, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 3450, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "345698062", - "ss_session_id": "3266759817", - "ss_shuffle_caption": "False", - "ss_steps": "292", + "ss_seed": 345698062, + "ss_session_id": 3266759817, + "ss_shuffle_caption": false, + "ss_steps": 292, "ss_tag_frequency": { "69_woolrool": { "!": 1, @@ -739,14 +739,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "48", - "ss_training_comment": "None", - "ss_training_finished_at": "1705722230.4683154", - "ss_training_started_at": "1705693344.006862", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 48, + "ss_training_comment": null, + "ss_training_finished_at": 1705722230.4683154, + "ss_training_started_at": 1705693344.006862, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d928d149", "sshs_model_hash": "8e0f974c0ceddb4091c8fe75c6e7be144ac1df9cc94fe5a172150d65650351e9" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/woolrool-v1e4_th-2.99_fro_ckpt1.00_size8.0.json b/ponyxl_loras_shrunk/woolrool-v1e4_th-2.99_fro_ckpt1.00_size8.0.json index e10ab01fd71f2bb06a529beaa652aa2a5b87860c..4439f52ec5d921b57463c47c03d1dad16fe3cb56 100644 --- a/ponyxl_loras_shrunk/woolrool-v1e4_th-2.99_fro_ckpt1.00_size8.0.json +++ b/ponyxl_loras_shrunk/woolrool-v1e4_th-2.99_fro_ckpt1.00_size8.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.015927851722952968 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "69_woolrool": { "img_count": 50, "n_repeats": 69 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "292", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 292, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "872", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "3450", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 872, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 3450, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "345698062", - "ss_session_id": "3266759817", - "ss_shuffle_caption": "False", - "ss_steps": "292", + "ss_seed": 345698062, + "ss_session_id": 3266759817, + "ss_shuffle_caption": false, + "ss_steps": 292, "ss_tag_frequency": { "69_woolrool": { "!": 1, @@ -739,14 +739,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "48", - "ss_training_comment": "None", - "ss_training_finished_at": "1705722230.4683154", - "ss_training_started_at": "1705693344.006862", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 48, + "ss_training_comment": null, + "ss_training_finished_at": 1705722230.4683154, + "ss_training_started_at": 1705693344.006862, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d928d149", "sshs_model_hash": "8e0f974c0ceddb4091c8fe75c6e7be144ac1df9cc94fe5a172150d65650351e9" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/woolrool-v1e4_th-3.12_fro_ckpt1.00_size12.0.json b/ponyxl_loras_shrunk/woolrool-v1e4_th-3.12_fro_ckpt1.00_size12.0.json index e10ab01fd71f2bb06a529beaa652aa2a5b87860c..4439f52ec5d921b57463c47c03d1dad16fe3cb56 100644 --- a/ponyxl_loras_shrunk/woolrool-v1e4_th-3.12_fro_ckpt1.00_size12.0.json +++ b/ponyxl_loras_shrunk/woolrool-v1e4_th-3.12_fro_ckpt1.00_size12.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.015927851722952968 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "69_woolrool": { "img_count": 50, "n_repeats": 69 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "292", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 292, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "872", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "3450", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 872, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 3450, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "345698062", - "ss_session_id": "3266759817", - "ss_shuffle_caption": "False", - "ss_steps": "292", + "ss_seed": 345698062, + "ss_session_id": 3266759817, + "ss_shuffle_caption": false, + "ss_steps": 292, "ss_tag_frequency": { "69_woolrool": { "!": 1, @@ -739,14 +739,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "48", - "ss_training_comment": "None", - "ss_training_finished_at": "1705722230.4683154", - "ss_training_started_at": "1705693344.006862", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 48, + "ss_training_comment": null, + "ss_training_finished_at": 1705722230.4683154, + "ss_training_started_at": 1705693344.006862, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d928d149", "sshs_model_hash": "8e0f974c0ceddb4091c8fe75c6e7be144ac1df9cc94fe5a172150d65650351e9" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/woolrool-v1e4_th-3.16_fro_ckpt1.00_size14.0.json b/ponyxl_loras_shrunk/woolrool-v1e4_th-3.16_fro_ckpt1.00_size14.0.json index e10ab01fd71f2bb06a529beaa652aa2a5b87860c..4439f52ec5d921b57463c47c03d1dad16fe3cb56 100644 --- a/ponyxl_loras_shrunk/woolrool-v1e4_th-3.16_fro_ckpt1.00_size14.0.json +++ b/ponyxl_loras_shrunk/woolrool-v1e4_th-3.16_fro_ckpt1.00_size14.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.015927851722952968 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "69_woolrool": { "img_count": 50, "n_repeats": 69 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "292", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 292, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "872", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "3450", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 872, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 3450, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "345698062", - "ss_session_id": "3266759817", - "ss_shuffle_caption": "False", - "ss_steps": "292", + "ss_seed": 345698062, + "ss_session_id": 3266759817, + "ss_shuffle_caption": false, + "ss_steps": 292, "ss_tag_frequency": { "69_woolrool": { "!": 1, @@ -739,14 +739,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "48", - "ss_training_comment": "None", - "ss_training_finished_at": "1705722230.4683154", - "ss_training_started_at": "1705693344.006862", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 48, + "ss_training_comment": null, + "ss_training_finished_at": 1705722230.4683154, + "ss_training_started_at": 1705693344.006862, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d928d149", "sshs_model_hash": "8e0f974c0ceddb4091c8fe75c6e7be144ac1df9cc94fe5a172150d65650351e9" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/woolrool-v1e4_th-3.20_fro_ckpt1.00_size16.0.json b/ponyxl_loras_shrunk/woolrool-v1e4_th-3.20_fro_ckpt1.00_size16.0.json index e10ab01fd71f2bb06a529beaa652aa2a5b87860c..4439f52ec5d921b57463c47c03d1dad16fe3cb56 100644 --- a/ponyxl_loras_shrunk/woolrool-v1e4_th-3.20_fro_ckpt1.00_size16.0.json +++ b/ponyxl_loras_shrunk/woolrool-v1e4_th-3.20_fro_ckpt1.00_size16.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.015927851722952968 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "69_woolrool": { "img_count": 50, "n_repeats": 69 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "292", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 292, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "872", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "3450", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 872, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 3450, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "345698062", - "ss_session_id": "3266759817", - "ss_shuffle_caption": "False", - "ss_steps": "292", + "ss_seed": 345698062, + "ss_session_id": 3266759817, + "ss_shuffle_caption": false, + "ss_steps": 292, "ss_tag_frequency": { "69_woolrool": { "!": 1, @@ -739,14 +739,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "48", - "ss_training_comment": "None", - "ss_training_finished_at": "1705722230.4683154", - "ss_training_started_at": "1705693344.006862", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 48, + "ss_training_comment": null, + "ss_training_finished_at": 1705722230.4683154, + "ss_training_started_at": 1705693344.006862, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d928d149", "sshs_model_hash": "8e0f974c0ceddb4091c8fe75c6e7be144ac1df9cc94fe5a172150d65650351e9" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/woolrool-v1e4_th-3.24_fro_ckpt1.00_size18.0.json b/ponyxl_loras_shrunk/woolrool-v1e4_th-3.24_fro_ckpt1.00_size18.0.json index e10ab01fd71f2bb06a529beaa652aa2a5b87860c..4439f52ec5d921b57463c47c03d1dad16fe3cb56 100644 --- a/ponyxl_loras_shrunk/woolrool-v1e4_th-3.24_fro_ckpt1.00_size18.0.json +++ b/ponyxl_loras_shrunk/woolrool-v1e4_th-3.24_fro_ckpt1.00_size18.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.015927851722952968 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "69_woolrool": { "img_count": 50, "n_repeats": 69 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "292", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 292, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "872", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "3450", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 872, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 3450, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "345698062", - "ss_session_id": "3266759817", - "ss_shuffle_caption": "False", - "ss_steps": "292", + "ss_seed": 345698062, + "ss_session_id": 3266759817, + "ss_shuffle_caption": false, + "ss_steps": 292, "ss_tag_frequency": { "69_woolrool": { "!": 1, @@ -739,14 +739,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "48", - "ss_training_comment": "None", - "ss_training_finished_at": "1705722230.4683154", - "ss_training_started_at": "1705693344.006862", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 48, + "ss_training_comment": null, + "ss_training_finished_at": 1705722230.4683154, + "ss_training_started_at": 1705693344.006862, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d928d149", "sshs_model_hash": "8e0f974c0ceddb4091c8fe75c6e7be144ac1df9cc94fe5a172150d65650351e9" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/woolrool-v1e4_th-3.27_fro_ckpt1.00_size20.0.json b/ponyxl_loras_shrunk/woolrool-v1e4_th-3.27_fro_ckpt1.00_size20.0.json index e10ab01fd71f2bb06a529beaa652aa2a5b87860c..4439f52ec5d921b57463c47c03d1dad16fe3cb56 100644 --- a/ponyxl_loras_shrunk/woolrool-v1e4_th-3.27_fro_ckpt1.00_size20.0.json +++ b/ponyxl_loras_shrunk/woolrool-v1e4_th-3.27_fro_ckpt1.00_size20.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.015927851722952968 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "69_woolrool": { "img_count": 50, "n_repeats": 69 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "292", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 292, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "872", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "3450", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 872, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 3450, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "345698062", - "ss_session_id": "3266759817", - "ss_shuffle_caption": "False", - "ss_steps": "292", + "ss_seed": 345698062, + "ss_session_id": 3266759817, + "ss_shuffle_caption": false, + "ss_steps": 292, "ss_tag_frequency": { "69_woolrool": { "!": 1, @@ -739,14 +739,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "48", - "ss_training_comment": "None", - "ss_training_finished_at": "1705722230.4683154", - "ss_training_started_at": "1705693344.006862", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 48, + "ss_training_comment": null, + "ss_training_finished_at": 1705722230.4683154, + "ss_training_started_at": 1705693344.006862, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d928d149", "sshs_model_hash": "8e0f974c0ceddb4091c8fe75c6e7be144ac1df9cc94fe5a172150d65650351e9" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/woolrool-v1e4_th-3.30_fro_ckpt1.00_size22.0.json b/ponyxl_loras_shrunk/woolrool-v1e4_th-3.30_fro_ckpt1.00_size22.0.json index e10ab01fd71f2bb06a529beaa652aa2a5b87860c..4439f52ec5d921b57463c47c03d1dad16fe3cb56 100644 --- a/ponyxl_loras_shrunk/woolrool-v1e4_th-3.30_fro_ckpt1.00_size22.0.json +++ b/ponyxl_loras_shrunk/woolrool-v1e4_th-3.30_fro_ckpt1.00_size22.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.015927851722952968 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "69_woolrool": { "img_count": 50, "n_repeats": 69 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "292", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 292, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "872", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "3450", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 872, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 3450, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "345698062", - "ss_session_id": "3266759817", - "ss_shuffle_caption": "False", - "ss_steps": "292", + "ss_seed": 345698062, + "ss_session_id": 3266759817, + "ss_shuffle_caption": false, + "ss_steps": 292, "ss_tag_frequency": { "69_woolrool": { "!": 1, @@ -739,14 +739,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "48", - "ss_training_comment": "None", - "ss_training_finished_at": "1705722230.4683154", - "ss_training_started_at": "1705693344.006862", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 48, + "ss_training_comment": null, + "ss_training_finished_at": 1705722230.4683154, + "ss_training_started_at": 1705693344.006862, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d928d149", "sshs_model_hash": "8e0f974c0ceddb4091c8fe75c6e7be144ac1df9cc94fe5a172150d65650351e9" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/woolrool-v1e4_th-3.33_fro_ckpt1.00_size24.0.json b/ponyxl_loras_shrunk/woolrool-v1e4_th-3.33_fro_ckpt1.00_size24.0.json index e10ab01fd71f2bb06a529beaa652aa2a5b87860c..4439f52ec5d921b57463c47c03d1dad16fe3cb56 100644 --- a/ponyxl_loras_shrunk/woolrool-v1e4_th-3.33_fro_ckpt1.00_size24.0.json +++ b/ponyxl_loras_shrunk/woolrool-v1e4_th-3.33_fro_ckpt1.00_size24.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.015927851722952968 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "69_woolrool": { "img_count": 50, "n_repeats": 69 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "292", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 292, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "872", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "3450", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 872, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 3450, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "345698062", - "ss_session_id": "3266759817", - "ss_shuffle_caption": "False", - "ss_steps": "292", + "ss_seed": 345698062, + "ss_session_id": 3266759817, + "ss_shuffle_caption": false, + "ss_steps": 292, "ss_tag_frequency": { "69_woolrool": { "!": 1, @@ -739,14 +739,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "48", - "ss_training_comment": "None", - "ss_training_finished_at": "1705722230.4683154", - "ss_training_started_at": "1705693344.006862", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 48, + "ss_training_comment": null, + "ss_training_finished_at": 1705722230.4683154, + "ss_training_started_at": 1705693344.006862, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d928d149", "sshs_model_hash": "8e0f974c0ceddb4091c8fe75c6e7be144ac1df9cc94fe5a172150d65650351e9" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk/woolrool-v1e4_th-3.43_fro_ckpt1.00_size32.0.json b/ponyxl_loras_shrunk/woolrool-v1e4_th-3.43_fro_ckpt1.00_size32.0.json index e10ab01fd71f2bb06a529beaa652aa2a5b87860c..4439f52ec5d921b57463c47c03d1dad16fe3cb56 100644 --- a/ponyxl_loras_shrunk/woolrool-v1e4_th-3.43_fro_ckpt1.00_size32.0.json +++ b/ponyxl_loras_shrunk/woolrool-v1e4_th-3.43_fro_ckpt1.00_size32.0.json @@ -6,9 +6,9 @@ "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "4", + "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { @@ -147,43 +147,43 @@ }, "mean_img_ar_error": 0.015927851722952968 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "69_woolrool": { "img_count": 50, "n_repeats": 69 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "4", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_ip_noise_gamma": "None", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", - "ss_lowram": "False", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 4, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_ip_noise_gamma": null, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, + "ss_lowram": false, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "2048", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "292", - "ss_min_bucket_reso": "64", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 2048, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 292, + "ss_min_bucket_reso": 64, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "conv_alpha": "4", @@ -197,29 +197,29 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_num_batches_per_epoch": "872", - "ss_num_epochs": "4", - "ss_num_reg_images": "0", - "ss_num_train_images": "3450", + "ss_noise_offset": null, + "ss_num_batches_per_epoch": 872, + "ss_num_epochs": 4, + "ss_num_reg_images": 0, + "ss_num_train_images": 3450, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "ponydiffusers", "ss_sd_scripts_commit_hash": "d2a99a19d45e06cb0506a0d263349f53193df451", - "ss_seed": "345698062", - "ss_session_id": "3266759817", - "ss_shuffle_caption": "False", - "ss_steps": "292", + "ss_seed": 345698062, + "ss_session_id": 3266759817, + "ss_shuffle_caption": false, + "ss_steps": 292, "ss_tag_frequency": { "69_woolrool": { "!": 1, @@ -739,14 +739,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "48", - "ss_training_comment": "None", - "ss_training_finished_at": "1705722230.4683154", - "ss_training_started_at": "1705693344.006862", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 48, + "ss_training_comment": null, + "ss_training_finished_at": 1705722230.4683154, + "ss_training_started_at": 1705693344.006862, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d928d149", "sshs_model_hash": "8e0f974c0ceddb4091c8fe75c6e7be144ac1df9cc94fe5a172150d65650351e9" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk_2/by_beksinski-v1e400_frockpt1_size12_th-3.13.json b/ponyxl_loras_shrunk_2/by_beksinski-v1e400_frockpt1_size12_th-3.13.json index 53c0e2ab2ee5ec13ee1c960c4e8fb07475c72a9c..2daac62d9a076bfc55a093a4d986414bcdf7f87f 100644 --- a/ponyxl_loras_shrunk_2/by_beksinski-v1e400_frockpt1_size12_th-3.13.json +++ b/ponyxl_loras_shrunk_2/by_beksinski-v1e400_frockpt1_size12_th-3.13.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "by_beksinski", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,47 +49,47 @@ }, "mean_img_ar_error": 0.03985945961401557 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_beksinski": { "img_count": 21, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "6", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 6, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -106,30 +106,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "42", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 42, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "by_beksinski", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2829686018", - "ss_session_id": "4201584992", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2829686018, + "ss_session_id": 4201584992, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_beksinski": { "a circular dent is integrated into the middle of the structure enhancing the fantastical ambiance.": 1, @@ -325,14 +325,14 @@ "zero pictured": 6 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1716927361.5894108", - "ss_training_started_at": "1716919209.7411647", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1716927361.5894108, + "ss_training_started_at": 1716919209.7411647, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "155ea0f3", "sshs_model_hash": "32ee4affe20020496966f5402728081fc0bd7bf2a0cd5f8c8f5396b08d5ab070" } \ No newline at end of file diff --git a/ponyxl_loras_shrunk_2/by_beksinski-v1e400_frockpt1_th-3.55.json b/ponyxl_loras_shrunk_2/by_beksinski-v1e400_frockpt1_th-3.55.json index 53c0e2ab2ee5ec13ee1c960c4e8fb07475c72a9c..2daac62d9a076bfc55a093a4d986414bcdf7f87f 100644 --- a/ponyxl_loras_shrunk_2/by_beksinski-v1e400_frockpt1_th-3.55.json +++ b/ponyxl_loras_shrunk_2/by_beksinski-v1e400_frockpt1_th-3.55.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "by_beksinski", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -49,47 +49,47 @@ }, "mean_img_ar_error": 0.03985945961401557 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "2_by_beksinski": { "img_count": 21, "n_repeats": 2 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "6", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 6, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -106,30 +106,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "42", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 42, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "by_beksinski", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2829686018", - "ss_session_id": "4201584992", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2829686018, + "ss_session_id": 4201584992, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "2_by_beksinski": { "a circular dent is integrated into the middle of the structure enhancing the fantastical ambiance.": 1, @@ -325,14 +325,14 @@ "zero pictured": 6 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1716927361.5894108", - "ss_training_started_at": "1716919209.7411647", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1716927361.5894108, + "ss_training_started_at": 1716919209.7411647, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "155ea0f3", "sshs_model_hash": "32ee4affe20020496966f5402728081fc0bd7bf2a0cd5f8c8f5396b08d5ab070" } \ No newline at end of file diff --git a/tests/apothrycii/apothrycii-v1e400.json b/tests/apothrycii/apothrycii-v1e400.json index c2929e19ebc18d29a10789afd88750a868b1b2ae..f79f009731f412a08abbd68d7d1a54030b4fd145 100644 --- a/tests/apothrycii/apothrycii-v1e400.json +++ b/tests/apothrycii/apothrycii-v1e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "apothrycii", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.0677676723300682 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_apothrycii": { "img_count": 2, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "2", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 2, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "apothrycii", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1963044833", - "ss_session_id": "103175689", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1963044833, + "ss_session_id": 103175689, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_apothrycii": { "a pink mountain range and green forest adds depth to the scene extending into the distance.": 1, @@ -169,14 +169,14 @@ "yellow body": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715289745.191469", - "ss_training_started_at": "1715287459.0648344", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715289745.191469, + "ss_training_started_at": 1715287459.0648344, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "3ca7fa5d", "sshs_model_hash": "8560aa32de02b669c2cd8e154e35bd85b07ebd5a20eef0ff05571bade29e5ae8" } \ No newline at end of file diff --git a/tests/artist_merge/test-v1e400.json b/tests/artist_merge/test-v1e400.json index e7a284cb6c636e42b2ae9dcc1883f20359c5a78b..b2dddfcc74d5ff2f13c7f91d3d1cdf83a2c19247 100644 --- a/tests/artist_merge/test-v1e400.json +++ b/tests/artist_merge/test-v1e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "test", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -105,13 +105,13 @@ }, "mean_img_ar_error": 0.02575785473811752 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_by_hibbary": { "img_count": 61, @@ -122,34 +122,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -164,30 +164,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "12", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "122", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 12, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 122, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "test", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "389994179", - "ss_session_id": "3007111289", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 389994179, + "ss_session_id": 3007111289, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_by_hibbary": { "4 fingers": 1, @@ -1143,14 +1143,14 @@ "zipper": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715048337.6139674", - "ss_training_started_at": "1715024594.0801406", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715048337.6139674, + "ss_training_started_at": 1715024594.0801406, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d34a72be", "sshs_model_hash": "3447e333a1f76e415e39ce87f6d00cca6eae13a0a0373f1a5b1ad57acba4ef5d" } \ No newline at end of file diff --git a/tests/batch_testing/batch1-lr1e-4_gradacc1/lode-batch1-lr1e-4_gradacc1.json b/tests/batch_testing/batch1-lr1e-4_gradacc1/lode-batch1-lr1e-4_gradacc1.json index 1d8da046f7599695c614007a392141c188a60444..f6f69d92ff7634cb0d793305f41b02faf97b4057 100644 --- a/tests/batch_testing/batch1-lr1e-4_gradacc1/lode-batch1-lr1e-4_gradacc1.json +++ b/tests/batch_testing/batch1-lr1e-4_gradacc1/lode-batch1-lr1e-4_gradacc1.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "1", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 1, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "343163769", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 343163769, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "2", - "ss_training_comment": "None", - "ss_training_finished_at": "1715015232.2156734", - "ss_training_started_at": "1715013100.439557", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 2, + "ss_training_comment": null, + "ss_training_finished_at": 1715015232.2156734, + "ss_training_started_at": 1715013100.439557, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "733e05c0", "sshs_model_hash": "444f071707643e3730cbd36fbcce0c3e0e9a4695b5d3813f165c9e0e1a5d45ed" } \ No newline at end of file diff --git a/tests/batch_testing/batch1-lr1e-4_gradacc12/lode-batch1-lr1e-4_gradacc12.json b/tests/batch_testing/batch1-lr1e-4_gradacc12/lode-batch1-lr1e-4_gradacc12.json index c0c1bc063070ff8eb7eeb3989f79b0ab530bcb26..cf7f418672182313aaff06e6dadcdfd53adb5d4b 100644 --- a/tests/batch_testing/batch1-lr1e-4_gradacc12/lode-batch1-lr1e-4_gradacc12.json +++ b/tests/batch_testing/batch1-lr1e-4_gradacc12/lode-batch1-lr1e-4_gradacc12.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "1", + "ss_batch_size_per_device": 1, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "3227867911", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 3227867911, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "24", - "ss_training_comment": "None", - "ss_training_finished_at": "1715009765.5544448", - "ss_training_started_at": "1715007562.8710368", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 24, + "ss_training_comment": null, + "ss_training_finished_at": 1715009765.5544448, + "ss_training_started_at": 1715007562.8710368, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "f7fb589f", "sshs_model_hash": "4ed4c154f03bf8afd79df4bca83f937aae4811756adf70ea399494ba1dc35485" } \ No newline at end of file diff --git a/tests/batch_testing/batch8_lr1e-4_gradacc12/lode-batch8_lr1e-4_gradacc12.json b/tests/batch_testing/batch8_lr1e-4_gradacc12/lode-batch8_lr1e-4_gradacc12.json index 823571299150bd51bd4437627c171cdf16935169..132cb7d1da7e6b8589693d4a7aaece729e234028 100644 --- a/tests/batch_testing/batch8_lr1e-4_gradacc12/lode-batch8_lr1e-4_gradacc12.json +++ b/tests/batch_testing/batch8_lr1e-4_gradacc12/lode-batch8_lr1e-4_gradacc12.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "lode", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -21,47 +21,47 @@ }, "mean_img_ar_error": 0.01754385964912286 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_lode": { "img_count": 1, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -76,30 +76,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "1", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "1", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 1, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 1, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "lode", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "1501068748", - "ss_session_id": "3205579776", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 1501068748, + "ss_session_id": 3205579776, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_lode": { "a male anthropomorphic wolf set in a natural outdoor environment. the character’s confident demeanor and stylish attire are accentuated by the realistic rendering of textures and the fantasy element of its wolf-like features all harmonized by the tranquil ambiance created through the art style’s soft lighting and warm color palette.": 1, @@ -135,14 +135,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1714993285.738078", - "ss_training_started_at": "1714991127.879697", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1714993285.738078, + "ss_training_started_at": 1714991127.879697, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "b19ac78d", "sshs_model_hash": "29e4a6b29bc9d08fbc8a86818f1d1dbf612f8b5e19f9c17e33070b8a258a89ab" } \ No newline at end of file diff --git a/tests/foot_focus/foot_focus-v1e400.json b/tests/foot_focus/foot_focus-v1e400.json index 5019ee6206396e9dec5f30d448eb3ffcf4c9b57e..623a0118f273e9125227df85c74494c88ddc13a3 100644 --- a/tests/foot_focus/foot_focus-v1e400.json +++ b/tests/foot_focus/foot_focus-v1e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "yum", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -70,47 +70,47 @@ }, "mean_img_ar_error": 0.024833785292768997 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_foot_focus": { "img_count": 17, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -125,30 +125,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "17", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 17, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "yum", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3036966226", - "ss_session_id": "3497647301", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3036966226, + "ss_session_id": 3497647301, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_foot_focus": { "3 fingers": 2, @@ -579,14 +579,14 @@ "yellow eyes": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715245537.5684557", - "ss_training_started_at": "1715239037.0202682", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715245537.5684557, + "ss_training_started_at": 1715239037.0202682, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "6b0fa125", "sshs_model_hash": "a5890751e9e46ebd92c581489f52e78cba108545d8ea0122766a0d5649afe846" } \ No newline at end of file diff --git a/tests/lsd/blotter-v1e400.json b/tests/lsd/blotter-v1e400.json index 73f21e56eedd3686b152205deee5f13a6c1c8caa..5f5f5db8b77ba54468e7bdf3309bd730fa17dd97 100644 --- a/tests/lsd/blotter-v1e400.json +++ b/tests/lsd/blotter-v1e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "blotter", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -35,47 +35,47 @@ }, "mean_img_ar_error": 0.023425745289859586 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blotter": { "img_count": 19, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -90,30 +90,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "3", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "19", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 3, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 19, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "blotter", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "2803146617", - "ss_session_id": "3631038822", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 2803146617, + "ss_session_id": 3631038822, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blotter": { "a blotter art piece with a captivating mandelbrot set fractal transitioning from blue to orange with intricate purple highlights divided into squares indicative of doses.": 1, @@ -276,14 +276,14 @@ "zero pictured": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715545677.0567205", - "ss_training_started_at": "1715539860.1326113", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715545677.0567205, + "ss_training_started_at": 1715539860.1326113, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "c1f3b75a", "sshs_model_hash": "206070212a0b1b61ae5dcddb8f1203a8faa332433ec474aead28d34271d8b514" } \ No newline at end of file diff --git a/tests/lsd/blotter-v2e400.json b/tests/lsd/blotter-v2e400.json index 04fab4f9464beb0e5fecda0624aee136ade64ace..908489432ea4ac15d54099c3e6dc39e2a653a19a 100644 --- a/tests/lsd/blotter-v2e400.json +++ b/tests/lsd/blotter-v2e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "blotter", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -28,47 +28,47 @@ }, "mean_img_ar_error": 0.02516691543734675 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blotter": { "img_count": 16, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -83,30 +83,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "2", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "16", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 2, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 16, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "blotter", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "28923935", - "ss_session_id": "358971544", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 28923935, + "ss_session_id": 358971544, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blotter": { "adorned in traditional attire the pharaoh is depicted with the iconic headdress and elaborate jewelry embodying the intricate detailing and symbolic imagery of ancient egyptian artistry.": 1, @@ -255,14 +255,14 @@ "zero pictured": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715556347.3124106", - "ss_training_started_at": "1715551545.177138", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715556347.3124106, + "ss_training_started_at": 1715551545.177138, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "c95974e9", "sshs_model_hash": "e7fac32ce4aa6c9167e146eff4dcda65df3b993b655d293705c592ce1e7f0d3c" } \ No newline at end of file diff --git a/tests/lsd/blotter-v3e400.json b/tests/lsd/blotter-v3e400.json index 98bab2fde00437a15fed85d8e0f64cd17c65d382..9c8b3d9740d72a9cd201f2bd97891b6095e0b361 100644 --- a/tests/lsd/blotter-v3e400.json +++ b/tests/lsd/blotter-v3e400.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "blotter", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -56,13 +56,13 @@ }, "mean_img_ar_error": 0.02832137044738374 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_blotter": { "img_count": 22, @@ -73,34 +73,34 @@ "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "400", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "12", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 400, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 12, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -115,30 +115,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "4", - "ss_num_epochs": "400", - "ss_num_reg_images": "0", - "ss_num_train_images": "24", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 4, + "ss_num_epochs": 400, + "ss_num_reg_images": 0, + "ss_num_train_images": 24, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "blotter", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "781464652", - "ss_session_id": "2920514161", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 781464652, + "ss_session_id": 2920514161, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_blotter": { "1boy": 3, @@ -378,14 +378,14 @@ "this fusion creates a dynamic impression of an explosion or blooming inviting the viewer to explore the depths of its complexity.": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "192", - "ss_training_comment": "None", - "ss_training_finished_at": "1715566413.046194", - "ss_training_started_at": "1715559018.4113355", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 192, + "ss_training_comment": null, + "ss_training_finished_at": 1715566413.046194, + "ss_training_started_at": 1715559018.4113357, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "05179864", "sshs_model_hash": "be6e7d71b9726e182ec85df16ea59676492d4805d4f6fe8fc03bc57b0204b1ab" } \ No newline at end of file diff --git a/tests/realistic-v5-candidate1.json b/tests/realistic-v5-candidate1.json index eb3d3bf7bbc9392a1a6a7097d055d03a8e3e0a35..4b0c6d88828e157873df156f2eae8247d05741c6 100644 --- a/tests/realistic-v5-candidate1.json +++ b/tests/realistic-v5-candidate1.json @@ -6,9 +6,9 @@ "modelspec.resolution": "512x512", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "realistic", - "ss_adaptive_noise_scale": "None", + "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", - "ss_batch_size_per_device": "8", + "ss_batch_size_per_device": 8, "ss_bucket_info": { "buckets": { "0": { @@ -91,47 +91,47 @@ }, "mean_img_ar_error": 0.019938898293518796 }, - "ss_bucket_no_upscale": "False", - "ss_cache_latents": "True", - "ss_caption_dropout_every_n_epochs": "0", - "ss_caption_dropout_rate": "0.0", - "ss_caption_tag_dropout_rate": "0.0", - "ss_clip_skip": "None", - "ss_color_aug": "False", + "ss_bucket_no_upscale": false, + "ss_cache_latents": true, + "ss_caption_dropout_every_n_epochs": 0, + "ss_caption_dropout_rate": 0.0, + "ss_caption_tag_dropout_rate": 0.0, + "ss_clip_skip": null, + "ss_color_aug": false, "ss_dataset_dirs": { "1_realistic": { "img_count": 78, "n_repeats": 1 } }, - "ss_debiased_estimation": "False", - "ss_enable_bucket": "True", - "ss_epoch": "200", - "ss_face_crop_aug_range": "None", - "ss_flip_aug": "False", - "ss_full_fp16": "False", - "ss_gradient_accumulation_steps": "6", - "ss_gradient_checkpointing": "True", - "ss_huber_c": "0.1", + "ss_debiased_estimation": false, + "ss_enable_bucket": true, + "ss_epoch": 200, + "ss_face_crop_aug_range": null, + "ss_flip_aug": false, + "ss_full_fp16": false, + "ss_gradient_accumulation_steps": 6, + "ss_gradient_checkpointing": true, + "ss_huber_c": 0.1, "ss_huber_schedule": "snr", - "ss_ip_noise_gamma": "None", - "ss_ip_noise_gamma_random_strength": "False", - "ss_keep_tokens": "1", - "ss_learning_rate": "0.0001", + "ss_ip_noise_gamma": null, + "ss_ip_noise_gamma_random_strength": false, + "ss_keep_tokens": 1, + "ss_learning_rate": 0.0001, "ss_loss_type": "l2", - "ss_lowram": "True", + "ss_lowram": true, "ss_lr_scheduler": "cosine", - "ss_lr_warmup_steps": "0", - "ss_max_bucket_reso": "1024", - "ss_max_grad_norm": "1.0", - "ss_max_token_length": "None", - "ss_max_train_steps": "400", - "ss_min_bucket_reso": "256", - "ss_min_snr_gamma": "None", + "ss_lr_warmup_steps": 0, + "ss_max_bucket_reso": 1024, + "ss_max_grad_norm": 1.0, + "ss_max_token_length": null, + "ss_max_train_steps": 400, + "ss_min_bucket_reso": 256, + "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", - "ss_multires_noise_discount": "0.1", - "ss_multires_noise_iterations": "10", - "ss_network_alpha": "4.0", + "ss_multires_noise_discount": 0.1, + "ss_multires_noise_iterations": 10, + "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", @@ -148,30 +148,30 @@ "use_scalar": "False", "use_tucker": "False" }, - "ss_network_dim": "8", - "ss_network_dropout": "0.0", + "ss_network_dim": 8, + "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", - "ss_noise_offset": "None", - "ss_noise_offset_random_strength": "False", - "ss_num_batches_per_epoch": "8", - "ss_num_epochs": "200", - "ss_num_reg_images": "0", - "ss_num_train_images": "78", + "ss_noise_offset": null, + "ss_noise_offset_random_strength": false, + "ss_num_batches_per_epoch": 8, + "ss_num_epochs": 200, + "ss_num_reg_images": 0, + "ss_num_train_images": 78, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "realistic", - "ss_prior_loss_weight": "1.0", - "ss_random_crop": "False", - "ss_reg_dataset_dirs": "{}", + "ss_prior_loss_weight": 1.0, + "ss_random_crop": false, + "ss_reg_dataset_dirs": {}, "ss_resolution": "(512, 512)", - "ss_scale_weight_norms": "1.0", + "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99", - "ss_seed": "3157765520", - "ss_session_id": "2686858170", - "ss_shuffle_caption": "True", - "ss_steps": "400", + "ss_seed": 3157765520, + "ss_session_id": 2686858170, + "ss_shuffle_caption": true, + "ss_steps": 400, "ss_tag_frequency": { "1_realistic": { "3 toes": 1, @@ -788,14 +788,14 @@ "yellow scales": 1 } }, - "ss_text_encoder_lr": "0.0001", - "ss_total_batch_size": "96", - "ss_training_comment": "None", - "ss_training_finished_at": "1715748371.1161163", - "ss_training_started_at": "1715739786.7864485", - "ss_unet_lr": "0.0001", - "ss_v2": "False", - "ss_zero_terminal_snr": "False", + "ss_text_encoder_lr": 0.0001, + "ss_total_batch_size": 96, + "ss_training_comment": null, + "ss_training_finished_at": 1715748371.1161163, + "ss_training_started_at": 1715739786.7864485, + "ss_unet_lr": 0.0001, + "ss_v2": false, + "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d9f67707", "sshs_model_hash": "861d4813a5e007e12947e08528ec345280c761d67ec663dc0eb4df9b60553c2b" } \ No newline at end of file